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Klockow PA, Edgar CB, Domke GM, Woodall CW, Russell MB. Tracking 20 years of forest demographics in east Texas, USA, using national forest inventory data. ENVIRONMENTAL MONITORING AND ASSESSMENT 2023; 195:1478. [PMID: 37966615 DOI: 10.1007/s10661-023-12060-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 10/27/2023] [Indexed: 11/16/2023]
Abstract
Forest resource reporting techniques primarily use the two most recent measurements for understanding forest change. Multiple remeasurements now exist within the US national forest inventory (NFI), providing an opportunity to examine long-term forest demographics. We leverage two decades of remeasurements to quantify live-dead wood demographics which can better inform estimates of resource changes in forest ecosystems. Our overall objective is to identify opportunities and gaps in tracking 20 years of forest demographics within the US NFI using east Texas as a pilot study region given its diversity of tree species, prevalence of managed conditions, frequency of disturbances, and relatively rapid change driven by a warm, humid climate. We examine growth and mortality rates, identify transitions to downed dead wood/litter and removal via harvest, and describe implications of these processes focusing on key species groups (i.e., loblolly pine, post oak, and water oak) and size classes (i.e., saplings, small and large trees). Growth and mortality rates fluctuated differently over time by species and stem sizes in response to large-scale disturbances, namely the 2011 drought in Texas. Tree-fall rates were highest in saplings and snag-fall rates trended higher in smaller trees. For removal rates, different stem sizes generally followed similar patterns within each species group. Forest demographics from the field-based US NFI are informative for identifying diffuse lagged mortality, species- and size-specific effects, and management effects. Moreover, researchers continually seek to employ ancillary data and develop new statistical methods to enhance understanding of forest resource changes from field-based inventories.
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Affiliation(s)
- Paul A Klockow
- Department of Forest Resources, University of Minnesota, 1530 Cleveland Ave. N., Saint Paul, MN, 55108, USA.
- USDA Forest Service, Rocky Mountain Research Station, 4919 S. 1500 W., Riverdale, UT, 84405, USA.
| | - Christopher B Edgar
- Department of Forest Resources, University of Minnesota, 1530 Cleveland Ave. N., Saint Paul, MN, 55108, USA
| | - Grant M Domke
- USDA Forest Service, Northern Research Station, 1992 Folwell Avenue, Saint Paul, MN, 55108, USA
| | - Christopher W Woodall
- USDA Forest Service, Northern Research Station, 271 Mast Road, Durham, NH, 03824, USA
| | - Matthew B Russell
- Arbor Custom Analytics LLC, 180 Bangor Mall Blvd #1035, Bangor, ME, 04401, USA
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2
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Weigel R, Bat-Enerel B, Dulamsuren C, Muffler L, Weithmann G, Leuschner C. Summer drought exposure, stand structure, and soil properties jointly control the growth of European beech along a steep precipitation gradient in northern Germany. GLOBAL CHANGE BIOLOGY 2023; 29:763-779. [PMID: 36426513 DOI: 10.1111/gcb.16506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 10/13/2022] [Accepted: 10/17/2022] [Indexed: 06/16/2023]
Abstract
Increasing exposure to climate warming-related drought and heat threatens forest vitality in many regions on earth, with the trees' vulnerability likely depending on local climatic aridity, recent climate trends, edaphic conditions, and the drought acclimatization and adaptation of populations. Studies exploring tree species' vulnerability to climate change often have a local focus or model the species' entire distribution range, which hampers the separation of climatic and edaphic drivers of drought and heat vulnerability. We compared recent radial growth trends and the sensitivity of growth to drought and heat in central populations of a widespread and naturally dominant tree species in Europe, European beech (Fagus sylvatica), at 30 forest sites across a steep precipitation gradient (500-850 mm year-1 ) of short length to assess the species' adaptive potential. Size-standardized basal area increment remained more constant during the period of accelerated warming since the early 1980s in populations with >360 mm growing season precipitation (April-September), while growth trends were negative at sites with <360 mm. Climatic drought in June appeared as the most influential climatic factor affecting radial growth, with a stronger effect at drier sites. A decadal decrease in the climatic water balance of the summer was identified as the most important factor leading to growth decline, which is amplified by higher stem densities. Inter-annual growth variability has increased since the early 1980s, and variability is generally higher at drier and sandier sites. Similarly, within-population growth synchrony is higher at sandier sites and has increased with a decrease in the June climatic water balance. Our results caution against predicting the drought vulnerability of trees solely from climate projections, as soil properties emerged as an important modulating factor. We conclude that beech is facing recent growth decline at drier sites in the centre of its distribution range, driven by climate change-related climate aridification.
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Affiliation(s)
- Robert Weigel
- Plant Ecology and Ecosystems Research, University of Goettingen, Goettingen, Germany
| | - Banzragch Bat-Enerel
- Plant Ecology and Ecosystems Research, University of Goettingen, Goettingen, Germany
| | | | - Lena Muffler
- Plant Ecology and Ecosystems Research, University of Goettingen, Goettingen, Germany
| | - Greta Weithmann
- Plant Ecology and Ecosystems Research, University of Goettingen, Goettingen, Germany
| | - Christoph Leuschner
- Plant Ecology and Ecosystems Research, University of Goettingen, Goettingen, Germany
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3
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Needham JF, Arellano G, Davies SJ, Fisher RA, Hammer V, Knox RG, Mitre D, Muller-Landau HC, Zuleta D, Koven CD. Tree crown damage and its effects on forest carbon cycling in a tropical forest. GLOBAL CHANGE BIOLOGY 2022; 28:5560-5574. [PMID: 35748712 DOI: 10.1111/gcb.16318] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 05/27/2022] [Indexed: 06/15/2023]
Abstract
Crown damage can account for over 23% of canopy biomass turnover in tropical forests and is a strong predictor of tree mortality; yet, it is not typically represented in vegetation models. We incorporate crown damage into the Functionally Assembled Terrestrial Ecosystem Simulator (FATES), to evaluate how lags between damage and tree recovery or death alter demographic rates and patterns of carbon turnover. We represent crown damage as a reduction in a tree's crown area and leaf and branch biomass, and allow associated variation in the ratio of aboveground to belowground plant tissue. We compare simulations with crown damage to simulations with equivalent instant increases in mortality and benchmark results against data from Barro Colorado Island (BCI), Panama. In FATES, crown damage causes decreases in growth rates that match observations from BCI. Crown damage leads to increases in carbon starvation mortality in FATES, but only in configurations with high root respiration and decreases in carbon storage following damage. Crown damage also alters competitive dynamics, as plant functional types that can recover from crown damage outcompete those that cannot. This is a first exploration of the trade-off between the additional complexity of the novel crown damage module and improved predictive capabilities. At BCI, a tropical forest that does not experience high levels of disturbance, both the crown damage simulations and simulations with equivalent increases in mortality does a reasonable job of capturing observations. The crown damage module provides functionality for exploring dynamics in forests with more extreme disturbances such as cyclones and for capturing the synergistic effects of disturbances that overlap in space and time.
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Affiliation(s)
- Jessica F Needham
- Earth and Environmental Sciences Area, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Gabriel Arellano
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, Michigan, USA
- Oikobit LLC, Albuquerque, New Mexico, USA
| | - Stuart J Davies
- Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Washington, District of Columbia, USA
| | - Rosie A Fisher
- CICERO Center for International Climate Research, Oslo, Norway
| | - Valerie Hammer
- University of California, Berkeley, Berkeley, California, USA
| | - Ryan G Knox
- Earth and Environmental Sciences Area, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - David Mitre
- Smithsonian Tropical Research Institute, Apartado, Repu ́blica de Panamá
| | | | - Daniel Zuleta
- Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Washington, District of Columbia, USA
| | - Charlie D Koven
- Earth and Environmental Sciences Area, Lawrence Berkeley National Laboratory, Berkeley, California, USA
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4
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Zlobin IE. Linking the growth patterns of coniferous species with their performance under climate aridization. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 831:154971. [PMID: 35367548 DOI: 10.1016/j.scitotenv.2022.154971] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 03/19/2022] [Accepted: 03/28/2022] [Indexed: 06/14/2023]
Abstract
Tree growth is highly sensitive to water deficit. At the same time, growth processes substantially influence tree performance under water stress by changing the root-absorbing surface, leaf-transpiring surface, amount of conducting xylem, etc. Drought-induced growth suppression is often higher in conifers than in broadleaf species. This review is devoted to the relations between the growth of coniferous plants and their performance under increasing climate aridization in the temperate and boreal zones of the Northern Hemisphere. For adult trees, available evidence suggests that increasing the frequency and severity of water deficit would be more detrimental to those plants that have higher growth in favorable conditions but decrease growth more prominently under water shortage, compared to trees whose growth is less sensitive to moisture availability. Not only the overall sensitivity of growth processes to water supply but also the asymmetry in response to lower-than-average and higher-than-average moisture conditions can be important for the performance of coniferous trees under upcoming adverse climate change. To fully understand the tree response under future climate change, the responses to both drier and wetter years need to be analyzed separately. In coniferous seedlings, more active growth is usually linked with better drought survival, although physiological reasons for such a link can be different. Growth stability under exacerbating summer water deficit in coniferous plants can be maintained by more active spring growth and/or by a bimodal growth pattern; each strategy has specific advantages and drawbacks. The optimal choice of growth strategy would be critical for future reforestation programs.
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Affiliation(s)
- Ilya E Zlobin
- K.A. Timiryazev Institute of Plant Physiology, RAS, 35 Botanicheskaya St., Moscow 127276, Russia.
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5
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Antonarakis AS, Bogan SA, Goulden ML, Moorcroft PR. Impacts of the 2012-2015 Californian drought on carbon, water and energy fluxes in the Californian Sierras: Results from an imaging spectrometry-constrained terrestrial biosphere model. GLOBAL CHANGE BIOLOGY 2022; 28:1823-1852. [PMID: 34779555 DOI: 10.1111/gcb.15995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 10/15/2021] [Accepted: 10/28/2021] [Indexed: 06/13/2023]
Abstract
Accurate descriptions of current ecosystem composition are essential for improving terrestrial biosphere model predictions of how ecosystems are responding to climate variability and change. This study investigates how imaging spectrometry-derived ecosystem composition can constrain and improve terrestrial biosphere model predictions of regional-scale carbon, water and energy fluxes. Incorporating imaging spectrometry-derived composition of five plant functional types (Grasses/Shrubs, Oaks/Western Hardwoods, Western Pines, Fir/Cedar and High-elevation Pines) into the Ecosystem Demography (ED2) terrestrial biosphere model improves predictions of net ecosystem productivity (NEP) and gross primary productivity (GPP) across four flux towers of the Southern Sierra Critical Zone Observatory (SSCZO) spanning a 2250 m elevational gradient in the western Sierra Nevada. NEP and GPP root-mean-square-errors were reduced by 23%-82% and 19%-89%, respectively, and water flux predictions improved at the mid-elevation pine (Soaproot), fir/cedar (P301) and high-elevation pine (Shorthair) flux tower sites, but not at the oak savanna (San Joaquin Experimental Range [SJER]) site. These improvements in carbon and water predictions are similar to those achieved with model initializations using ground-based inventory composition. The imaging spectrometry-constrained ED2 model was then used to predict carbon, water and energy fluxes and above-ground biomass (AGB) dynamics over a 737 km2 region to gain insight into the regional ecosystem impacts of the 2012-2015 Californian drought. The analysis indicates that the drought reduced regional NEP, GPP and transpiration by 83%, 40% and 33%, respectively, with the largest reductions occurring in the functionally diverse, high basal area mid-elevation forests. This was accompanied by a 54% decline in AGB growth in 2012, followed by a marked increase (823%) in AGB mortality in 2014, reflecting an approximately 10-fold increase in per capita tree mortality from ~55 trees km-2 year-1 in 2010-2011, to ~535 trees km-2 year-1 in 2014. These findings illustrate how imaging spectrometry estimates of ecosystem composition can constrain and improve terrestrial biosphere model predictions of regional carbon, water, and energy fluxes, and biomass dynamics.
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Affiliation(s)
| | - Stacy A Bogan
- Department of Geography, Sussex University, Brighton, UK
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, Massachusetts, USA
| | - Michael L Goulden
- Department of Earth Sciences, University of California, Irvine, California, USA
| | - Paul R Moorcroft
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, Massachusetts, USA
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6
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Boulanger Y, Pascual J, Bouchard M, D'Orangeville L, Périé C, Girardin MP. Multi-model projections of tree species performance in Quebec, Canada under future climate change. GLOBAL CHANGE BIOLOGY 2022; 28:1884-1902. [PMID: 34854165 DOI: 10.1111/gcb.16014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 11/09/2021] [Indexed: 06/13/2023]
Abstract
Many modelling approaches have been developed to project climate change impacts on forests. By analysing 'comparable' yet distinct variables (e.g. productivity, growth, dominance, biomass, etc.) through different structures, parameterizations and assumptions, models can yield different outcomes to rather similar initial questions. This variability can lead to some confusion for forest managers when developing strategies to adapt forest management to climate change. In this study, we standardized results from seven different models (Habitat suitability, trGam, StandLEAP, Quebec Landscape Dynamics, PICUS, LANDIS-II and LPJ-LMfire) to provide a simple and comprehensive assessment of the uncertainty and consensus in future performance (decline, status quo, improvement) for six tree species in Quebec under two radiative forcing scenarios (RCP 4.5 and RCP 8.5). Despite a large diversity of model types, we found a high level of agreement (73.1%) in projected species' performance across species, regions, scenarios and time periods. Low agreements in model outcomes resulted from small dissensions among models. Model agreement was much higher for cold-tolerant species (up to 99.9%), especially in southernmost forest regions and under RCP 8.5, indicating that these species are especially sensitive to increased climate forcing in the southern part of their distribution range. Lower agreement was found for thermophilous species (sugar maple, yellow birch) in boreal regions under RCP 8.5 mostly as a result of the way the different models are handling natural disturbances (e.g. wildfires) and lags in the response of populations (forest inertia or migration capability) to climate change. Agreement was slightly higher under high anthropogenic climate forcing, suggesting that important thresholds in species-specific performance might be crossed if radiative forcing reach values as high as those projected under RCP 8.5. We expect that strong agreement among models despite their different assumptions, predictors and structure should inspire the development of forest management strategies to be better adapted to climate change.
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Affiliation(s)
- Yan Boulanger
- Centre de foresterie des Laurentides, Service canadien des forêts, Ressources naturelles Canada, Québec, Québec, Canada
| | - Jesus Pascual
- Centre de foresterie des Laurentides, Service canadien des forêts, Ressources naturelles Canada, Québec, Québec, Canada
| | - Mathieu Bouchard
- Département des sciences du bois et de la forêt, Pavillon Abitibi-Price, Université Laval, Québec, Québec, Canada
| | - Loïc D'Orangeville
- Faculty of Forestry and Environmental Management, University of New Brunswick, Fredericton, New Brunswick, Canada
| | - Catherine Périé
- Direction de la Recherche Forestière, Ministère des Forêts, de la Faune et des Parcs, Québec, Québec, Canada
| | - Martin P Girardin
- Centre de foresterie des Laurentides, Service canadien des forêts, Ressources naturelles Canada, Québec, Québec, Canada
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7
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D’Orangeville L, Itter M, Kneeshaw D, Munger JW, Richardson AD, Dyer JM, Orwig DA, Pan Y, Pederson N. Peak radial growth of diffuse-porous species occurs during periods of lower water availability than for ring-porous and coniferous trees. TREE PHYSIOLOGY 2022; 42:304-316. [PMID: 34312673 PMCID: PMC8842417 DOI: 10.1093/treephys/tpab101] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 07/07/2021] [Indexed: 05/27/2023]
Abstract
Climate models project warmer summer temperatures will increase the frequency and heat severity of droughts in temperate forests of Eastern North America. Hotter droughts are increasingly documented to affect tree growth and forest dynamics, with critical impacts on tree mortality, carbon sequestration and timber provision. The growing acknowledgement of the dominant role of drought timing on tree vulnerability to water deficit raises the issue of our limited understanding of radial growth phenology for most temperate tree species. Here, we use well-replicated dendrometer band data sampled frequently during the growing season to assess the growth phenology of 610 trees from 15 temperate species over 6 years. Patterns of diameter growth follow a typical logistic shape, with growth rates reaching a maximum in June, and then decreasing until process termination. On average, we find that diffuse-porous species take 16-18 days less than other wood-structure types to put on 50% of their annual diameter growth. However, their peak growth rate occurs almost a full month later than ring-porous and conifer species (ca. 24 ± 4 days; mean ± 95% credible interval). Unlike other species, the growth phenology of diffuse-porous species in our dataset is highly correlated with their spring foliar phenology. We also find that the later window of growth in diffuse-porous species, coinciding with peak evapotranspiration and lower water availability, exposes them to a higher water deficit of 88 ± 19 mm (mean ± SE) during their peak growth than ring-porous and coniferous species (15 ± 35 mm and 30 ± 30 mm, respectively). Given the high climatic sensitivity of wood formation, our findings highlight the importance of wood porosity as one predictor of species climatic sensitivity to the projected intensification of the drought regime in the coming decades.
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Affiliation(s)
- Loïc D’Orangeville
- Harvard Forest, Harvard University, 324 N Main St, Petersham, MA, 10366, USA
- Faculty of Forestry and Environmental Management, University of New Brunswick, P.O. Box 4400, 28 Dineen Drive, Fredericton, NB, E3B 5A3, Canada
| | - Malcolm Itter
- Research Center for Ecological Change, University of Helsinki, P.O. Box 4, 00014, Finland
- Department of Environmental Conservation, University of Massachusetts Amherst, 225 Holdsworth Hall, Amherst MA 01003, USA
| | - Dan Kneeshaw
- Center for Forest Research, Université du Québec à Montréal, CP 8888, succ. Centre-ville, Montréal, QC, H3C 3P8, Canada
| | - J William Munger
- School of Engineering and Applied Sciences and Department of Earth and Planetary Sciences, Harvard University, 20 Oxford Street, Cambridge, MA 02138, USA
| | - Andrew D Richardson
- School of Informatics, Computing, and Cyber Systems, Northern Arizona University, 1295 S. Knoles Dr., Flagstaff, AZ 86011, USA
- Center for Ecosystem Science and Society, Northern Arizona University, P.O. Box 5620, Flagstaff, AZ 86011, USA
| | - James M Dyer
- Department of Geography, Ohio University, Clippinger 122, Athens, OH 45701, USA
| | - David A Orwig
- Harvard Forest, Harvard University, 324 N Main St, Petersham, MA, 10366, USA
| | - Yude Pan
- U.S. Department of Agriculture Forest Service, 11 Campus Blvd #200, Newtown Square, PA 19073, USA
| | - Neil Pederson
- Harvard Forest, Harvard University, 324 N Main St, Petersham, MA, 10366, USA
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8
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Venturas MD, Todd HN, Trugman AT, Anderegg WRL. Understanding and predicting forest mortality in the western United States using long-term forest inventory data and modeled hydraulic damage. THE NEW PHYTOLOGIST 2021; 230:1896-1910. [PMID: 33112415 DOI: 10.1111/nph.17043] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 10/20/2020] [Indexed: 06/11/2023]
Abstract
Global warming is expected to exacerbate the duration and intensity of droughts in the western United States, which may lead to increased tree mortality. A prevailing proximal mechanism of drought-induced tree mortality is hydraulic damage, but predicting tree mortality from hydraulic theory and climate data still remains a major scientific challenge. We used forest inventory data and a plant hydraulic model (HM) to address three questions: can we capture regional patterns of drought-induced tree mortality with HM-predicted damage thresholds; do HM metrics improve predictions of mortality across broad spatial areas; and what are the dominant controls of forest mortality when considering stand characteristics, climate metrics, and simulated hydraulic stress? We found that the amount of variance explained by models predicting mortality was limited (R2 median = 0.10, R2 range: 0.00-0.52). HM outputs, including hydraulic damage and carbon assimilation diagnostics, moderately improve mortality prediction across the western US compared with models using stand and climate predictors alone. Among factors considered, metrics of stand density and tree size tended to be some of the most critical factors explaining mortality, probably highlighting the important roles of structural overshoot, stand development, and biotic agent host selection and outbreaks in mortality patterns.
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Affiliation(s)
- Martin D Venturas
- School of Biological Sciences, University of Utah, Salt Lake City, UT, 84112, USA
| | - Henry N Todd
- School of Biological Sciences, University of Utah, Salt Lake City, UT, 84112, USA
| | - Anna T Trugman
- Department of Geography, University of California Santa Barbara, Santa Barbara, CA, 93106, USA
| | - William R L Anderegg
- School of Biological Sciences, University of Utah, Salt Lake City, UT, 84112, USA
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9
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Bennett AC, Dargie GC, Cuni-Sanchez A, Tshibamba Mukendi J, Hubau W, Mukinzi JM, Phillips OL, Malhi Y, Sullivan MJP, Cooper DLM, Adu-Bredu S, Affum-Baffoe K, Amani CA, Banin LF, Beeckman H, Begne SK, Bocko YE, Boeckx P, Bogaert J, Brncic T, Chezeaux E, Clark CJ, Daniels AK, de Haulleville T, Djuikouo Kamdem MN, Doucet JL, Evouna Ondo F, Ewango CEN, Feldpausch TR, Foli EG, Gonmadje C, Hall JS, Hardy OJ, Harris DJ, Ifo SA, Jeffery KJ, Kearsley E, Leal M, Levesley A, Makana JR, Mbayu Lukasu F, Medjibe VP, Mihindu V, Moore S, Nssi Begone N, Pickavance GC, Poulsen JR, Reitsma J, Sonké B, Sunderland TCH, Taedoumg H, Talbot J, Tuagben DS, Umunay PM, Verbeeck H, Vleminckx J, White LJT, Woell H, Woods JT, Zemagho L, Lewis SL. Resistance of African tropical forests to an extreme climate anomaly. Proc Natl Acad Sci U S A 2021; 118:e2003169118. [PMID: 34001597 PMCID: PMC8166131 DOI: 10.1073/pnas.2003169118] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
The responses of tropical forests to environmental change are critical uncertainties in predicting the future impacts of climate change. The positive phase of the 2015-2016 El Niño Southern Oscillation resulted in unprecedented heat and low precipitation in the tropics with substantial impacts on the global carbon cycle. The role of African tropical forests is uncertain as their responses to short-term drought and temperature anomalies have yet to be determined using on-the-ground measurements. African tropical forests may be particularly sensitive because they exist in relatively dry conditions compared with Amazonian or Asian forests, or they may be more resistant because of an abundance of drought-adapted species. Here, we report responses of structurally intact old-growth lowland tropical forests inventoried within the African Tropical Rainforest Observatory Network (AfriTRON). We use 100 long-term inventory plots from six countries each measured at least twice prior to and once following the 2015-2016 El Niño event. These plots experienced the highest temperatures and driest conditions on record. The record temperature did not significantly reduce carbon gains from tree growth or significantly increase carbon losses from tree mortality, but the record drought did significantly decrease net carbon uptake. Overall, the long-term biomass increase of these forests was reduced due to the El Niño event, but these plots remained a live biomass carbon sink (0.51 ± 0.40 Mg C ha-1 y-1) despite extreme environmental conditions. Our analyses, while limited to African tropical forests, suggest they may be more resistant to climatic extremes than Amazonian and Asian forests.
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Affiliation(s)
- Amy C Bennett
- School of Geography, University of Leeds, Leeds, LS2 9JT, United Kingdom;
| | - Greta C Dargie
- School of Geography, University of Leeds, Leeds, LS2 9JT, United Kingdom
| | - Aida Cuni-Sanchez
- Department of Environment and Geography, University of York, York, YO10 5NG, United Kingdom
- Department of Geography, University College London, London, WC1E 6BT, United Kingdom
| | - John Tshibamba Mukendi
- Service of Wood Biology, Royal Museum for Central Africa, Tervuren, 3080 Belgium
- Faculté de Gestion de Ressources Naturelles Renouvelables, Université de Kisangani, Kisangani, R408, Democratic Republic of Congo
- Faculté des Sciences Appliquées, Université de Mbujimayi, Mbujimayi, Democratic Republic of Congo
| | - Wannes Hubau
- School of Geography, University of Leeds, Leeds, LS2 9JT, United Kingdom
- Service of Wood Biology, Royal Museum for Central Africa, Tervuren, 3080 Belgium
- Department of Environment, Laboratory of Wood Technology, Ghent University, 9000 Ghent, Belgium
| | - Jacques M Mukinzi
- Democratic Republic of Congo Programme, Wildlife Conservation Society, Kinshasa, Democratic Republic of Congo
- Salonga National Park, Kinshasa, Democratic Republic of Congo
- World Wide Fund for Nature, 1196 Gland, Switzerland
| | - Oliver L Phillips
- School of Geography, University of Leeds, Leeds, LS2 9JT, United Kingdom
| | - Yadvinder Malhi
- Environmental Change Institute, School of Geography and the Environment, Oxford University, Oxford, OX1 3QY, United Kingdom
| | - Martin J P Sullivan
- School of Geography, University of Leeds, Leeds, LS2 9JT, United Kingdom
- Department of Natural Sciences, Manchester Metropolitan University, Manchester, M15 6BH, United Kingdom
| | - Declan L M Cooper
- Department of Geography, University College London, London, WC1E 6BT, United Kingdom
| | | | | | - Christian A Amani
- Université Officielle de Bukavu, Bukavu, Democratic Republic of Congo
- Center for International Forestry Research (CIFOR), Bogor 16115, Indonesia
| | - Lindsay F Banin
- Centre for Ecology and Hydrology, Penicuik, EH26 0QB, United Kingdom
| | - Hans Beeckman
- Service of Wood Biology, Royal Museum for Central Africa, Tervuren, 3080 Belgium
| | - Serge K Begne
- School of Geography, University of Leeds, Leeds, LS2 9JT, United Kingdom
- Plant Systematic and Ecology Laboratory, Higher Teachers' Training College, University of Yaounde I, Yaounde, Cameroon
| | - Yannick E Bocko
- Faculté des Sciences et Techniques, Laboratoire de Botanique et Ecologie, Université Marien Ngouabi, Brazzaville, Republic of Congo
| | - Pascal Boeckx
- Isotope Bioscience Laboratory (ISOFYS), Ghent University, 9000 Ghent, Belgium
| | - Jan Bogaert
- Biodiversity and Landscape Unit, Gembloux Agro-Bio Tech, Université de Liège, 5030 Gembloux, Belgium
| | - Terry Brncic
- Congo Programme, Wildlife Conservation Society, Brazzaville, Republic of Congo
| | | | - Connie J Clark
- Nicholas School of the Environment, Duke University, Durham, NC 27710
| | - Armandu K Daniels
- Forestry Development Authority of the Government of Liberia (FDA), Monrovia, Liberia
| | | | - Marie-Noël Djuikouo Kamdem
- Plant Systematic and Ecology Laboratory, Higher Teachers' Training College, University of Yaounde I, Yaounde, Cameroon
- Faculty of Science, Department of Botany and Plant Physiology, University of Buea, Buea, Cameroon
| | - Jean-Louis Doucet
- TERRA Teaching and Research Centre, Forest Is Life, Gembloux Agro-Bio Tech, University of Liège, 5030 Gembloux, Belgium
| | | | - Corneille E N Ewango
- Faculté de Gestion de Ressources Naturelles Renouvelables, Université de Kisangani, Kisangani, R408, Democratic Republic of Congo
- Democratic Republic of Congo Programme, Wildlife Conservation Society, Kinshasa, Democratic Republic of Congo
- Centre de Formation et de Recherche en Conservation Forestiere (CEFRECOF), Epulu, Democratic Republic of Congo
| | - Ted R Feldpausch
- Geography, College of Life and Environmental Sciences, University of Exeter, Exeter, EX4 4QE, United Kingdom
| | - Ernest G Foli
- Forestry Research Institute of Ghana (FORIG), Kumasi, Ghana
| | | | - Jefferson S Hall
- Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Washington, DC 20560
| | - Olivier J Hardy
- Evolutionary Biology and Ecology, Faculté des Sciences, Université Libre de Bruxelles, 1050 Bruxelles, Belgium
| | - David J Harris
- Royal Botanic Garden Edinburgh, Edinburgh, EH3 5NZ, United Kingdom
| | - Suspense A Ifo
- École Normale Supérieure, Département des Sciences et Vie de la Terre, Laboratoire de Géomatique et d'Ecologie Tropicale Appliquée, Université Marien Ngouabi, Brazzaville, Republic of Congo
| | - Kathryn J Jeffery
- Biological and Environmental Sciences, University of Stirling, Stirling, FK9 4LA, United Kingdom
| | - Elizabeth Kearsley
- Department of Environment, Laboratory of Wood Technology, Ghent University, 9000 Ghent, Belgium
- Department of Environment, Computational & Applied Vegetation Ecology (Cavelab), Ghent University, 9000 Ghent, Belgium
| | - Miguel Leal
- Uganda Programme, Wildlife Conservation Society, Kampala, Uganda
| | - Aurora Levesley
- School of Geography, University of Leeds, Leeds, LS2 9JT, United Kingdom
| | - Jean-Remy Makana
- Faculté des Sciences, Laboratoire d'écologie et aménagement forestier, Université de Kisangani, Kisangani, Democratic Republic of Congo
| | - Faustin Mbayu Lukasu
- Faculté de Gestion de Ressources Naturelles Renouvelables, Université de Kisangani, Kisangani, R408, Democratic Republic of Congo
| | | | - Vianet Mihindu
- Commission of Central African Forests (COMIFAC), Yaounde, Cameroon
- Agence Nationale des Parcs Nationaux, Libreville, Gabon
| | - Sam Moore
- Environmental Change Institute, School of Geography and the Environment, Oxford University, Oxford, OX1 3QY, United Kingdom
| | | | | | | | - Jan Reitsma
- Bureau Waardenburg, 4101 CK Culemborg, The Netherlands
| | - Bonaventure Sonké
- Plant Systematic and Ecology Laboratory, Higher Teachers' Training College, University of Yaounde I, Yaounde, Cameroon
| | - Terry C H Sunderland
- Center for International Forestry Research (CIFOR), Bogor 16115, Indonesia
- Faculty of Forestry, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Hermann Taedoumg
- Plant Systematic and Ecology Laboratory, Higher Teachers' Training College, University of Yaounde I, Yaounde, Cameroon
- Biodiversity International, Yaounde, Cameroon
| | - Joey Talbot
- School of Geography, University of Leeds, Leeds, LS2 9JT, United Kingdom
- Institute for Transport Studies, University of Leeds, Leeds, LS2 9JT, United Kingdom
| | - Darlington S Tuagben
- Forestry Development Authority of the Government of Liberia (FDA), Monrovia, Liberia
| | - Peter M Umunay
- Yale School of Forestry & Environmental Studies, Yale University, New Haven, CT 06511
- Wildlife Conservation Society, New York, NY 11224
| | - Hans Verbeeck
- Department of Environment, Computational & Applied Vegetation Ecology (Cavelab), Ghent University, 9000 Ghent, Belgium
| | - Jason Vleminckx
- International Center for Tropical Botany, Department of Biological Sciences, Florida International University, University Park, FL 33199
- Faculté des Sciences, Service d'Évolution Biologique et écologie, Université Libre de Bruxelles, 1050 Bruxelles, Belgium
| | - Lee J T White
- Biological and Environmental Sciences, University of Stirling, Stirling, FK9 4LA, United Kingdom
- Ministry of Forests, Seas, Environment and Climate, Libreville, Gabon
- Institut de Recherche en Ecologie Tropicale, Libreville, Gabon
| | | | - John T Woods
- William R. Tolbert, Jr. College of Agriculture and Forestry, University of Liberia, Monrovia, Liberia
| | - Lise Zemagho
- Université Officielle de Bukavu, Bukavu, Democratic Republic of Congo
| | - Simon L Lewis
- School of Geography, University of Leeds, Leeds, LS2 9JT, United Kingdom
- Department of Geography, University College London, London, WC1E 6BT, United Kingdom
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10
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Bogdziewicz M, Hacket-Pain A, Kelly D, Thomas PA, Lageard J, Tanentzap AJ. Climate warming causes mast seeding to break down by reducing sensitivity to weather cues. GLOBAL CHANGE BIOLOGY 2021; 27:1952-1961. [PMID: 33604979 DOI: 10.1111/gcb.15560] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Accepted: 02/14/2021] [Indexed: 06/12/2023]
Abstract
Climate change is altering patterns of seed production worldwide with consequences for population recruitment and migration potential. For the many species that regenerate through synchronized, quasiperiodic reproductive events termed masting, these changes include decreases in the synchrony and interannual variation in seed production. This breakdown in the occurrence of masting features harms reproduction by decreasing the efficiency of pollination and increasing seed predation. Changes in masting are often paralleled by warming temperatures, but the underlying proximate mechanisms are unknown. We used a unique 39-year study of 139 European beech (Fagus sylvatica) trees that experienced masting breakdown to track the seed developmental cycle and pinpoint phases where weather effects on seed production have changed over time. A cold followed by warm summer led to large coordinated flowering efforts among plants. However, trees failed to respond to the weather signal as summers warmed and the frequency of reproductive cues changed fivefold. Less synchronous flowering resulted in less efficient pollination that further decreased the synchrony of seed maturation. As global temperatures are expected to increase this century, perennial plants that fine-tune their reproductive schedules based on temperature cues may suffer regeneration failures.
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Affiliation(s)
- Michał Bogdziewicz
- Department of Systematic Zoology, Faculty of Biology, Adam Mickiewicz University, Poznan, Poland
| | - Andrew Hacket-Pain
- Department of Geography and Planning, School of Environmental Sciences, University of Liverpool, Liverpool, UK
| | - Dave Kelly
- Centre for Integrative Ecology, School of Biological Sciences, University of Canterbury, Christchurch, New Zealand
| | - Peter A Thomas
- School of Life Sciences, Keele University, Staffordshire, UK
| | - Jonathan Lageard
- Department of Natural Sciences, Manchester Metropolitan University, Manchester, UK
| | - Andrew J Tanentzap
- Ecosystems and Global Change Group, Department of Plant Sciences, University of Cambridge, Cambridge, UK
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11
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Hung KLJ, Sandoval SS, Ascher JS, Holway DA. Joint Impacts of Drought and Habitat Fragmentation on Native Bee Assemblages in a California Biodiversity Hotspot. INSECTS 2021; 12:insects12020135. [PMID: 33562453 PMCID: PMC7914906 DOI: 10.3390/insects12020135] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 01/28/2021] [Accepted: 02/02/2021] [Indexed: 01/27/2023]
Abstract
Simple Summary Global climate change is causing more frequent and severe droughts, which can have serious impacts on our environment. To examine how a severe drought in 2014 impacted wild bees in scrub habitats of San Diego, California, we compared bee samples collected before and after the drought. We also investigated whether habitat loss and fragmentation worsened the impacts of drought on wild bees by comparing samples collected from large natural reserves to those from small fragments of scrub habitat embedded in urban areas. Samples collected after the drought contained fewer bee species and fewer individual bees of most species, indicating that bee populations suffered losses during the drought. However, after-drought samples contained large numbers of Dialictus sweat bees, indicating that some bee species benefitted from environmental conditions present during the drought. The impact of drought on the composition of bee samples was three fold higher than the impact of habitat fragmentation, and habitat fragmentation did not appear to have exacerbated the impacts of drought. Our findings highlight the importance of studying how impacts of climate change compare with impacts of habitat loss and other threats to biodiversity conservation. Abstract Global climate change is causing more frequent and severe droughts, which could have serious repercussions for the maintenance of biodiversity. Here, we compare native bee assemblages collected via bowl traps before and after a severe drought event in 2014 in San Diego, California, and examine the relative magnitude of impacts from drought in fragmented habitat patches versus unfragmented natural reserves. Bee richness and diversity were higher in assemblages surveyed before the drought compared to those surveyed after the drought. However, bees belonging to the Lasioglossum subgenus Dialictus increased in abundance after the drought, driving increased representation by small-bodied, primitively eusocial, and generalist bees in post-drought assemblages. Conversely, among non-Dialictus bees, post-drought years were associated with decreased abundance and reduced representation by eusocial species. Drought effects were consistently greater in reserves, which supported more bee species, than in fragments, suggesting that fragmentation either had redundant impacts with drought, or ameliorated effects of drought by enhancing bees’ access to floral resources in irrigated urban environments. Shifts in assemblage composition associated with drought were three times greater compared to those associated with habitat fragmentation, highlighting the importance of understanding the impacts of large-scale climatic events relative to those associated with land use change.
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Affiliation(s)
- Keng-Lou James Hung
- Section of Ecology, Behavior and Evolution, Division of Biological Sciences, University of California—San Diego, 9500 Gilman Drive, La Jolla, CA 92037, USA; (S.S.S.); (D.A.H.)
- Department of Ecology and Evolutionary Biology, University of Toronto, 25 Willcocks Street, Toronto, ON M5S 3B2, Canada
- Correspondence:
| | - Sara S. Sandoval
- Section of Ecology, Behavior and Evolution, Division of Biological Sciences, University of California—San Diego, 9500 Gilman Drive, La Jolla, CA 92037, USA; (S.S.S.); (D.A.H.)
| | - John S. Ascher
- Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, Singapore 117543, Singapore;
| | - David A. Holway
- Section of Ecology, Behavior and Evolution, Division of Biological Sciences, University of California—San Diego, 9500 Gilman Drive, La Jolla, CA 92037, USA; (S.S.S.); (D.A.H.)
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12
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Esteban EJL, Castilho CV, Melgaço KL, Costa FRC. The other side of droughts: wet extremes and topography as buffers of negative drought effects in an Amazonian forest. THE NEW PHYTOLOGIST 2021; 229:1995-2006. [PMID: 33048346 DOI: 10.1111/nph.17005] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Accepted: 10/03/2020] [Indexed: 06/11/2023]
Abstract
There is a consensus about negative impacts of droughts in Amazonia. Yet, extreme wet episodes, which are becoming as severe and frequent as droughts, are overlooked and their impacts remain poorly understood. Moreover, drought reports are mostly based on forests over a deep water table (DWT), which may be particularly sensitive to dry conditions. Based on demographic responses of 30 abundant tree species over the past two decades, in this study we analyzed the impacts of severe droughts but also of concurrent extreme wet periods, and how topographic affiliation (to shallow - SWTs - or deep - DWTs - water tables), together with species functional traits, mediated climate effects on trees. Dry and wet extremes decreased growth and increased tree mortality, but interactions of these climatic anomalies had the highest and most positive impact, mitigating the simple negative effects. Despite being more drought-tolerant, species in DWT forests were more negatively affected than hydraulically vulnerable species in SWT forests. Interaction of wet-dry extremes and SWT depth modulated tree responses to climate, providing buffers to droughts in Amazonia. As extreme wet periods are projected to increase and at least 36% of the Amazon comprises SWT forests, our results highlight the importance of considering these factors in order to improve our knowledge about forest resilience to climate change.
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Affiliation(s)
- Erick J L Esteban
- Programa de Pós-Graduação em Ciências de Florestas Tropicais, Instituto Nacional de Pesquisas da Amazônia (INPA), Av. Ephigênio Sales 2239, Manaus, AM, 69060-20, Brazil
| | - Carolina V Castilho
- EMBRAPA Roraima, Rodovia BR 174, km 8, Distrito Industrial, Boa Vista, RR, 69301-970, Brazil
| | - Karina L Melgaço
- School of Geography, University of Leeds, Woodhouse Lane, Leeds, LS2 9JT, UK
| | - Flávia R C Costa
- Coordenação de Pesquisas em Biodiversidade, Instituto Nacional de Pesquisas da Amazônia (INPA), Av. Ephigênio Sales 2239, Manaus, AM, 69060-20, Brazil
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13
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Topographic, soil, and climate drivers of drought sensitivity in forests and shrublands of the Pacific Northwest, USA. Sci Rep 2020; 10:18486. [PMID: 33116196 PMCID: PMC7595234 DOI: 10.1038/s41598-020-75273-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Accepted: 10/13/2020] [Indexed: 11/30/2022] Open
Abstract
Climate change is anticipated to increase the frequency and intensity of droughts, with major impacts to ecosystems globally. Broad-scale assessments of vegetation responses to drought are needed to anticipate, manage, and potentially mitigate climate-change effects on ecosystems. We quantified the drought sensitivity of vegetation in the Pacific Northwest, USA, as the percent reduction in vegetation greenness under droughts relative to baseline moisture conditions. At a regional scale, shrub-steppe ecosystems—with drier climates and lower biomass—showed greater drought sensitivity than conifer forests. However, variability in drought sensitivity was considerable within biomes and within ecosystems and was mediated by landscape topography, climate, and soil characteristics. Drought sensitivity was generally greater in areas with higher elevation, drier climate, and greater soil bulk density. Ecosystems with high drought sensitivity included dry forests along ecotones to shrublands, Rocky Mountain subalpine forests, and cold upland sagebrush communities. In forests, valley bottoms and areas with low soil bulk density and high soil available water capacity showed reduced drought sensitivity, suggesting their potential as drought refugia. These regional-scale drought-sensitivity patterns discerned from remote sensing can complement plot-scale studies of plant physiological responses to drought to help inform climate-adaptation planning as drought conditions intensify.
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14
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Bachelot B, Alonso-Rodríguez AM, Aldrich-Wolfe L, Cavaleri MA, Reed SC, Wood TE. Altered climate leads to positive density-dependent feedbacks in a tropical wet forest. GLOBAL CHANGE BIOLOGY 2020; 26:3417-3428. [PMID: 32196863 DOI: 10.1111/gcb.15087] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Accepted: 02/02/2020] [Indexed: 05/12/2023]
Abstract
Climate change is predicted to result in warmer and drier Neotropical forests relative to current conditions. Negative density-dependent feedbacks, mediated by natural enemies, are key to maintaining the high diversity of tree species found in the tropics, yet we have little understanding of how projected changes in climate are likely to affect these critical controls. Over 3 years, we evaluated the effects of a natural drought and in situ experimental warming on density-dependent feedbacks on seedling demography in a wet tropical forest in Puerto Rico. In the +4°C warming treatment, we found that seedling survival increased with increasing density of the same species (conspecific). These positive density-dependent feedbacks were not associated with a decrease in aboveground natural enemy pressure. If positive density-dependent feedbacks are not transient, the diversity of tropical wet forests, which may rely on negative density dependence to drive diversity, could decline in a future warmer, drier world.
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Affiliation(s)
| | - Aura M Alonso-Rodríguez
- USDA Forest Service International Institute of Tropical Forestry, Jardín Botánico Sur, Río Piedras, Puerto Rico
| | - Laura Aldrich-Wolfe
- Department of Biological Sciences, North Dakota State University, Fargo, ND, USA
| | - Molly A Cavaleri
- School of Forest Resources and Environmental Science, Michigan Technological University, Houghton, MI, USA
| | - Sasha C Reed
- Southwest Biological Science Center, US Geological Survey, Moab, UT, USA
| | - Tana E Wood
- USDA Forest Service International Institute of Tropical Forestry, Jardín Botánico Sur, Río Piedras, Puerto Rico
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15
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Andrews CM, D'Amato AW, Fraver S, Palik B, Battaglia MA, Bradford JB. Low stand density moderates growth declines during hot droughts in semi‐arid forests. J Appl Ecol 2020. [DOI: 10.1111/1365-2664.13615] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
| | - Anthony W. D'Amato
- Rubenstein School of Environment and Natural Resources University of Vermont Burlington VT USA
| | - Shawn Fraver
- School of Forest Resources University of Maine Orono ME USA
| | - Brian Palik
- USDA Forest Service Northern Research Station Grand Rapid MN USA
| | | | - John B. Bradford
- US Geological SurveySouthwest Biological Science CenterFlagstaff AZ USA
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16
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A GIS-Based Water Balance Approach Using a LiDAR-Derived DEM Captures Fine-Scale Vegetation Patterns. REMOTE SENSING 2019. [DOI: 10.3390/rs11202385] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Topography exerts strong control on microclimate, resulting in distinctive vegetation patterns in areas of moderate to high relief. Using the Thornthwaite approach to account for hydrologic cycle components, a GIS-based Water Balance Toolset is presented as a means to address fine-scale species–site relationships. For each pixel within a study area, the toolset assesses inter-annual variations in moisture demand (governed by temperature and radiation) and availability (precipitation, soil storage). These in turn enable computation of climatic water deficit, the amount by which available moisture fails to meet demand. Summer deficit computed by the model correlates highly with the Standardized Precipitation–Evapotranspiration Index (SPEI) for drought at several sites across the eastern U.S. Yet the strength of the approach is its ability to model fine-scale patterns. For a 25-ha study site in central Indiana, individual tree locations were linked to summer deficit under different historical conditions: using average monthly climatic variables for 1998–2017, and for the drought year of 2012. In addition, future baseline and drought-year projections were modeled based on downscaled GCM data for 2071–2100. Although small deficits are observed under average conditions (historical or future), strong patterns linked to topography emerge during drought years. The modeled moisture patterns capture vegetation distributions described for the region, with beech and maple preferentially occurring in low-deficit settings, and oak and hickory dominating more xeric positions. End-of-century projections suggest severe deficit, which should favor oak and hickory over more mesic species. Pockets of smaller deficit persist on the landscape, but only when a fine-resolution Light Detection and Ranging (LiDAR)-derived Digital Elevation Model (DEM) is used; a coarse-resolution DEM masks fine-scale variability and compresses the range of observed values. Identification of mesic habitat microrefugia has important implications for retreating species under altered climate. Using readily available data to evaluate fine-scale patterns of moisture demand and availability, the Water Balance Toolset provides a useful approach to explore species–environment linkages.
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17
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Ruehr NK, Grote R, Mayr S, Arneth A. Beyond the extreme: recovery of carbon and water relations in woody plants following heat and drought stress. TREE PHYSIOLOGY 2019; 39:1285-1299. [PMID: 30924906 PMCID: PMC6703153 DOI: 10.1093/treephys/tpz032] [Citation(s) in RCA: 94] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Revised: 01/08/2019] [Accepted: 03/13/2019] [Indexed: 05/19/2023]
Abstract
Plant responses to drought and heat stress have been extensively studied, whereas post-stress recovery, which is fundamental to understanding stress resilience, has received much less attention. Here, we present a conceptual stress-recovery framework with respect to hydraulic and metabolic functioning in woody plants. We further synthesize results from controlled experimental studies following heat or drought events and highlight underlying mechanisms that drive post-stress recovery. We find that the pace of recovery differs among physiological processes. Leaf water potential and abscisic acid concentration typically recover within few days upon rewetting, while leaf gas exchange-related variables lag behind. Under increased drought severity as indicated by a loss in xylem hydraulic conductance, the time for stomatal conductance recovery increases markedly. Following heat stress release, a similar delay in leaf gas exchange recovery has been observed, but the reasons are most likely a slow reversal of photosynthetic impairment and other temperature-related leaf damages, which typically manifest at temperatures above 40 °C. Based thereon, we suggest that recovery of gas exchange is fast following mild stress, while recovery is slow and reliant on the efficiency of repair and regrowth when stress results in functional impairment and damage to critical plant processes. We further propose that increasing stress severity, particular after critical stress levels have been reached, increases the carbon cost involved in reestablishing functionality. This concept can guide future experimental research and provides a base for modeling post-stress recovery of carbon and water relations in trees.
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Affiliation(s)
- Nadine K Ruehr
- Karlsruhe Institute of Technology, Institute of Meteorology and Climate Research—Atmospheric Environmental Research (KIT/IMK-IFU), Garmisch-Partenkirchen, Germany
| | - Rüdiger Grote
- Karlsruhe Institute of Technology, Institute of Meteorology and Climate Research—Atmospheric Environmental Research (KIT/IMK-IFU), Garmisch-Partenkirchen, Germany
| | - Stefan Mayr
- Department of Botany, University of Innsbruck, Innsbruck, Austria
| | - Almut Arneth
- Karlsruhe Institute of Technology, Institute of Meteorology and Climate Research—Atmospheric Environmental Research (KIT/IMK-IFU), Garmisch-Partenkirchen, Germany
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18
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Radial Growth Patterns Associated with Tree Mortality in Nothofagus pumilio Forest. FORESTS 2019. [DOI: 10.3390/f10060489] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Tree mortality is a key process in forest dynamics. Despite decades of effort to understand this process, many uncertainties remain. South American broadleaf species are particularly under-represented in global studies on mortality and forest dynamics. We sampled monospecific broadleaf Nothofagus pumilio forests in northern Patagonia to predict tree mortality based on stem growth. Live or dead conditions in N. pumilio trees can be predicted with high accuracy using growth rate as an explanatory variable in logistic models. In Paso Córdova (CO), Argentina, where the models were calibrated, the probability of death was a strong negative function of radial growth, particularly during the six years prior to death. In addition, negative growth trends during 30 to 45 years prior to death increased the accuracy of the models. The CO site was affected by an extreme drought during the summer 1978–1979, triggering negative trends in radial growth of many trees. Individuals showing below-average and persistent negative trends in radial growth are more likely to die than those showing high growth rates and positive growth trends in recent decades, indicating the key role of droughts in inducing mortality. The models calibrated at the CO site showed high verification skill by accurately predicting tree mortality at two independent sites 76 and 141 km away. Models based on relative growth rates showed the highest and most balanced accuracy for both live and dead individuals. Thus, the death of individuals across different N. pumilio sites was largely determined by the growth rate relative to the total size of the individuals. Our findings highlight episodic severe drought as a triggering mechanism for growth decline and eventual death for N. pumilio, similar to results found previously for several other species around the globe. In the coming decades, many forests globally will be exposed to more frequent and/or severe episodes of reduced warm-season soil moisture. Tree-ring studies such as this one can aid prediction of future changes in forest productivity, mortality, and composition.
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19
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Shumilina J, Kusnetsova A, Tsarev A, Janse van Rensburg HC, Medvedev S, Demidchik V, Van den Ende W, Frolov A. Glycation of Plant Proteins: Regulatory Roles and Interplay with Sugar Signalling? Int J Mol Sci 2019; 20:E2366. [PMID: 31086058 PMCID: PMC6539852 DOI: 10.3390/ijms20092366] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2019] [Revised: 05/08/2019] [Accepted: 05/09/2019] [Indexed: 02/06/2023] Open
Abstract
Glycation can be defined as an array of non-enzymatic post-translational modifications of proteins formed by their interaction with reducing carbohydrates and carbonyl products of their degradation. Initial steps of this process rely on reducing sugars and result in the formation of early glycation products-Amadori and Heyns compounds via Schiff base intermediates, whereas their oxidative degradation or reactions of proteins with α-dicarbonyl compounds yield a heterogeneous group of advanced glycation end products (AGEs). These compounds accompany thermal processing of protein-containing foods and are known to impact on ageing, pathogenesis of diabetes mellitus and Alzheimer's disease in mammals. Surprisingly, despite high tissue carbohydrate contents, glycation of plant proteins was addressed only recently and its physiological role in plants is still not understood. Therefore, here we summarize and critically discuss the first steps done in the field of plant protein glycation during the last decade. We consider the main features of plant glycated proteome and discuss them in the context of characteristic metabolic background. Further, we address the possible role of protein glycation in plants and consider its probable contribution to protein degradation, methylglyoxal and sugar signalling, as well as interplay with antioxidant defense.
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Affiliation(s)
- Julia Shumilina
- Department of Biochemistry, St. Petersburg State University, Saint Petersburg 199034, Russia.
| | - Alena Kusnetsova
- Department of Biochemistry, St. Petersburg State University, Saint Petersburg 199034, Russia.
- Department of Biotechnology, St. Petersburg Chemical Pharmaceutical University, Saint Petersburg 197022, Russia.
| | - Alexander Tsarev
- Department of Biochemistry, St. Petersburg State University, Saint Petersburg 199034, Russia.
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, 06120 Halle, Germany.
| | | | - Sergei Medvedev
- Department of Plant Physiology and Biochemistry, St. Petersburg State University, Saint Petersburg 199034, Russia.
| | - Vadim Demidchik
- Department of Plant Cell Biology and Bioengineering, Belarusian State University, 220030 Minsk, Belarus.
- Department of Horticulture, Foshan University, Foshan 528231, China.
| | - Wim Van den Ende
- Laboratory of Molecular Plant Biology, KU Leuven, 3001 Leuven, Belgium.
| | - Andrej Frolov
- Department of Biochemistry, St. Petersburg State University, Saint Petersburg 199034, Russia.
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, 06120 Halle, Germany.
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20
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Klockow PA, Vogel JG, Edgar CB, Moore GW. Lagged mortality among tree species four years after an exceptional drought in east Texas. Ecosphere 2018. [DOI: 10.1002/ecs2.2455] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Affiliation(s)
- Paul A. Klockow
- Department of Ecosystem Science and Management; Texas A&M University; 495 Horticulture Road College Station Texas 77843 USA
| | - Jason G. Vogel
- School of Forest Resources and Conservation; University of Florida; 1745 McCarty Drive Gainesville Florida 32611 USA
| | - Christopher B. Edgar
- Department of Forest Resources; University of Minnesota; 1530 Cleveland Avenue North St. Paul Minnesota 55108 USA
| | - Georgianne W. Moore
- Department of Ecosystem Science and Management; Texas A&M University; 495 Horticulture Road College Station Texas 77843 USA
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21
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Berdanier AB, Clark JS. Tree water balance drives temperate forest responses to drought. Ecology 2018; 99:2506-2514. [PMID: 30144047 DOI: 10.1002/ecy.2499] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Revised: 07/13/2018] [Accepted: 07/20/2018] [Indexed: 11/07/2022]
Abstract
Intensifying drought is increasingly linked to global forest diebacks. Improved understanding of drought impacts on individual trees has provided limited insight into drought vulnerability in part because tree moisture access and depletion is difficult to quantify. In forests, moisture reservoir depletion occurs through water use by the trees themselves. Here, we show that drought impacts on tree fitness and demographic performance can be predicted by tracking the moisture reservoir available to trees as a mass balance, estimated in a hierarchical state-space framework. We apply this model to multiple seasonal droughts with tree transpiration measurements to demonstrate how species and size differences modulate moisture availability across landscapes. The depletion of individual moisture reservoirs can be tracked over the course of droughts and linked to biomass growth and reproductive output. This mass balance approach can predict individual moisture deficit, tree demographic performance, and drought vulnerability throughout forest stands based on measurements from a sample of trees.
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Affiliation(s)
- A B Berdanier
- University Program in Ecology, Duke University, Durham, North Carolina, 27708, USA.,Nicholas School of the Environment, Duke University, Durham, North Carolina, 27708, USA
| | - J S Clark
- Nicholas School of the Environment, Duke University, Durham, North Carolina, 27708, USA.,Department of Statistical Science, Duke University, Durham, North Carolina, 27708, USA
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22
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Trugman AT, Detto M, Bartlett MK, Medvigy D, Anderegg WRL, Schwalm C, Schaffer B, Pacala SW. Tree carbon allocation explains forest drought-kill and recovery patterns. Ecol Lett 2018; 21:1552-1560. [DOI: 10.1111/ele.13136] [Citation(s) in RCA: 149] [Impact Index Per Article: 24.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2018] [Revised: 05/29/2018] [Accepted: 07/12/2018] [Indexed: 12/18/2022]
Affiliation(s)
- A. T. Trugman
- Department of Biology; University of Utah; Salt Lake City UT 84112 USA
| | - M. Detto
- Department of Ecology and Evolutionary Biology; Princeton University; Princeton NJ 08544 USA
| | - M. K. Bartlett
- Department of Ecology and Evolutionary Biology; Princeton University; Princeton NJ 08544 USA
| | - D. Medvigy
- Department of Biological Sciences; University of Notre Dame; Notre Dame IN 46556 USA
| | - W. R. L. Anderegg
- Department of Biology; University of Utah; Salt Lake City UT 84112 USA
| | - C. Schwalm
- Center for Ecosystem Science and Society; Northern Arizona University; Flagstaff AZ 86001 USA
- Woods Hole Research Center; Falmouth MA 02540 USA
| | - B. Schaffer
- Department of Civil and Environmental Engineering; Princeton University; Princeton NJ 08544 USA
| | - S. W. Pacala
- Department of Ecology and Evolutionary Biology; Princeton University; Princeton NJ 08544 USA
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23
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D'Orangeville L, Houle D, Duchesne L, Phillips RP, Bergeron Y, Kneeshaw D. Beneficial effects of climate warming on boreal tree growth may be transitory. Nat Commun 2018; 9:3213. [PMID: 30097584 PMCID: PMC6086880 DOI: 10.1038/s41467-018-05705-4] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Accepted: 07/20/2018] [Indexed: 12/05/2022] Open
Abstract
Predicted increases in temperature and aridity across the boreal forest region have the potential to alter timber supply and carbon sequestration. Given the widely-observed variation in species sensitivity to climate, there is an urgent need to develop species-specific predictive models that can account for local conditions. Here, we matched the growth of 270,000 trees across a 761,100 km2 region with detailed site-level data to quantify the growth responses of the seven most common boreal tree species in Eastern Canada to changes in climate. Accounting for spatially-explicit species-specific responses, we find that while 2 °C of warming may increase overall forest productivity by 13 ± 3% (mean ± SE) in the absence of disturbance, additional warming could reverse this trend and lead to substantial declines exacerbated by reductions in water availability. Our results confirm the transitory nature of warming-induced growth benefits in the boreal forest and highlight the vulnerability of the ecosystem to excess warming and drying.
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Affiliation(s)
- Loïc D'Orangeville
- Centre for Forest Research, Université du Québec à Montréal, Case Postale 8888, Succ. Centre-Ville, Montreal, QC, H3C 3P8, Canada.
- Faculty of Forestry and Environmental Sciences, University of New Brunswick, 28 Dineen Drive, Fredericton, NB, E3B 5A3, Canada.
| | - Daniel Houle
- Direction de la Recherche Forestière, Ministère des Forêts, de la Faune et des Parcs du Québec, 2700 Einstein, Quebec City, QC, G1P 3W8, Canada
- Ouranos, 550 Rue Sherbrooke O, Montréal, QC, H3A 1B9, Canada
| | - Louis Duchesne
- Direction de la Recherche Forestière, Ministère des Forêts, de la Faune et des Parcs du Québec, 2700 Einstein, Quebec City, QC, G1P 3W8, Canada
| | - Richard P Phillips
- Department of Biology, Indiana University, 1001 East 3rd Street, Bloomington, IN, 47405-7005, USA
| | - Yves Bergeron
- Centre for Forest Research, Université du Québec à Montréal, Case Postale 8888, Succ. Centre-Ville, Montreal, QC, H3C 3P8, Canada
- NSERC-UQAT-UQAM Industrial Chair in Sustainable Forest Management, Forest Research Institute, Université du Québec en Abitibi-Témiscamingue, 445 de l'Université, Rouyn-Noranda, QC, J9X 5E4, Canada
| | - Daniel Kneeshaw
- Centre for Forest Research, Université du Québec à Montréal, Case Postale 8888, Succ. Centre-Ville, Montreal, QC, H3C 3P8, Canada
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24
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Rogers BM, Solvik K, Hogg EH, Ju J, Masek JG, Michaelian M, Berner LT, Goetz SJ. Detecting early warning signals of tree mortality in boreal North America using multiscale satellite data. GLOBAL CHANGE BIOLOGY 2018; 24:2284-2304. [PMID: 29481709 DOI: 10.1111/gcb.14107] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Accepted: 02/12/2018] [Indexed: 05/19/2023]
Abstract
Increasing tree mortality from global change drivers such as drought and biotic infestations is a widespread phenomenon, including in the boreal zone where climate changes and feedbacks to the Earth system are relatively large. Despite the importance for science and management communities, our ability to forecast tree mortality at landscape to continental scales is limited. However, two independent information streams have the potential to inform and improve mortality forecasts: repeat forest inventories and satellite remote sensing. Time series of tree-level growth patterns indicate that productivity declines and related temporal dynamics often precede mortality years to decades before death. Plot-level productivity, in turn, has been related to satellite-based indices such as the Normalized difference vegetation index (NDVI). Here we link these two data sources to show that early warning signals of mortality are evident in several NDVI-based metrics up to 24 years before death. We focus on two repeat forest inventories and three NDVI products across western boreal North America where productivity and mortality dynamics are influenced by periodic drought. These data sources capture a range of forest conditions and spatial resolution to highlight the sensitivity and limitations of our approach. Overall, results indicate potential to use satellite NDVI for early warning signals of mortality. Relationships are broadly consistent across inventories, species, and spatial resolutions, although the utility of coarse-scale imagery in the heterogeneous aspen parkland was limited. Longer-term NDVI data and annually remeasured sites with high mortality levels generate the strongest signals, although we still found robust relationships at sites remeasured at a typical 5 year frequency. The approach and relationships developed here can be used as a basis for improving forest mortality models and monitoring systems.
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Affiliation(s)
| | | | - Edward H Hogg
- Northern Forestry Centre, Canadian Forest Service, Natural Resources Canada, Edmonton, AB, Canada
| | - Junchang Ju
- Biospheric Science Laboratory (Code 618), NASA Goddard Space Flight Center, Greenbelt, MD, USA
| | - Jeffrey G Masek
- Biospheric Science Laboratory (Code 618), NASA Goddard Space Flight Center, Greenbelt, MD, USA
| | - Michael Michaelian
- Northern Forestry Centre, Canadian Forest Service, Natural Resources Canada, Edmonton, AB, Canada
| | - Logan T Berner
- School of Informatics, Computing, and Cyber Systems, Northern Arizona University, Flagstaff, AZ, USA
| | - Scott J Goetz
- School of Informatics, Computing, and Cyber Systems, Northern Arizona University, Flagstaff, AZ, USA
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25
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Navarro L, Morin H, Bergeron Y, Girona MM. Changes in Spatiotemporal Patterns of 20th Century Spruce Budworm Outbreaks in Eastern Canadian Boreal Forests. FRONTIERS IN PLANT SCIENCE 2018; 9:1905. [PMID: 30622551 PMCID: PMC6308396 DOI: 10.3389/fpls.2018.01905] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2018] [Accepted: 12/07/2018] [Indexed: 05/15/2023]
Abstract
In scenarios of future climate change, there is a projectedincrease in the occurrence and severity of natural disturbances inboreal forests. Spruce budworm (Choristoneura fumiferana)(SBW) is the main defoliator of conifer trees in the North American boreal forests affecting large areas and causing marked losses of timber supplies. However, the impact and the spatiotemporal patterns of SBW dynamics at the landscape scale over the last century remain poorly known. This is particularly true for northern regions dominated by spruce species. The main goal of this study is to reconstruct SBW outbreaks during the 20th century at the landscape scale and to evaluate changes in the associated spatiotemporal patterns in terms of distribution area, frequency, and severity. We rely on a dendroecological approach from sites within the eastern Canadian boreal forest and draw from a large dataset of almost 4,000 trees across a study area of nearly 800,000 km2. Interpolation and analyses of hotspots determined reductions in tree growth related to insect outbreak periods and identified the spatiotemporal patterns of SBW activity over the last century. The use of an Ordinary Least Squares model including regional temperature and precipitation anomalies allows us to assess the impact of climate variables on growth reductions and to compensate for the lack of non-host trees in northern regions. We identified three insect outbreaks having different spatiotemporal patterns, duration, and severity. The first (1905-1930) affected up to 40% of the studied trees, initially synchronizing from local infestations and then migrating to northern stands. The second outbreak (1935-1965) was the longest and the least severe with only up to 30% of trees affected by SBW activity. The third event (1968-1988) was the shortest, yet it was also the most severe and extensive, affecting nearly up to 50% of trees and 70% of the study area. This most recent event was identified for the first time at the limit of the commercial forest illustrating a northward shift of the SBW distribution area during the 20th century. Overall, this research confirms that insect outbreaks are a complex and dynamic ecological phenomena, which makes the understanding of natural disturbance cycles at multiple scales a major priority especially in the context of future regional climate change.
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Affiliation(s)
- Lionel Navarro
- Département des Sciences Fondamentales, Université du Québec à Chicoutimi, Saguenay, QC, Canada
| | - Hubert Morin
- Département des Sciences Fondamentales, Université du Québec à Chicoutimi, Saguenay, QC, Canada
| | - Yves Bergeron
- Chaire Industrielle CRSNG-UQAT-UQAM En Aménagement Forestier Durable, Institut de Recherche sur les Forêts, Université du Québec en Abitibi-Témiscamingue, Rouyn-Noranda, QC, Canada
| | - Miguel Montoro Girona
- Département des Sciences Fondamentales, Université du Québec à Chicoutimi, Saguenay, QC, Canada
- Ecology Restoration Group, Department of Wildlife, Fish and Environmental Studies, Swedish University of Agricultural Sciences (SLU), Umeå, Sweden
- *Correspondence: Miguel Montoro Girona, ;
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26
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Detecting Drought-Induced Tree Mortality in Sierra Nevada Forests with Time Series of Satellite Data. REMOTE SENSING 2017. [DOI: 10.3390/rs9090929] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
A five-year drought in California led to a significant increase in tree mortality in the Sierra Nevada forests from 2012 to 2016. Landscape level monitoring of forest health and tree dieback is critical for vegetation and disaster management strategies. We examined the capability of multispectral imagery from the Moderate Resolution Imaging Spectroradiometer (MODIS) in detecting and explaining the impacts of the recent severe drought in Sierra Nevada forests. Remote sensing metrics were developed to represent baseline forest health conditions and drought stress using time series of MODIS vegetation indices (VIs) and a water index. We used Random Forest algorithms, trained with forest aerial detection surveys data, to detect tree mortality based on the remote sensing metrics and topographical variables. Map estimates of tree mortality demonstrated that our two-stage Random Forest models were capable of detecting the spatial patterns and severity of tree mortality, with an overall producer’s accuracy of 96.3% for the classification Random Forest (CRF) and a RMSE of 7.19 dead trees per acre for the regression Random Forest (RRF). The overall omission errors of the CRF ranged from 19% for the severe mortality class to 27% for the low mortality class. Interpretations of the models revealed that forests with higher productivity preceding the onset of drought were more vulnerable to drought stress and, consequently, more likely to experience tree mortality. This method highlights the importance of incorporating baseline forest health data and measurements of drought stress in understanding forest response to severe drought.
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27
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Itter MS, Finley AO, D'Amato AW, Foster JR, Bradford JB. Variable effects of climate on forest growth in relation to climate extremes, disturbance, and forest dynamics. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2017; 27:1082-1095. [PMID: 28182303 DOI: 10.1002/eap.1518] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2016] [Revised: 01/13/2017] [Accepted: 01/19/2017] [Indexed: 06/06/2023]
Abstract
Changes in the frequency, duration, and severity of climate extremes are forecast to occur under global climate change. The impacts of climate extremes on forest productivity and health remain difficult to predict due to potential interactions with disturbance events and forest dynamics-changes in forest stand composition, density, size and age structure over time. Such interactions may lead to non-linear forest growth responses to climate involving thresholds and lag effects. Understanding how forest dynamics influence growth responses to climate is particularly important given stand structure and composition can be modified through management to increase forest resistance and resilience to climate change. To inform such adaptive management, we develop a hierarchical Bayesian state space model in which climate effects on tree growth are allowed to vary over time and in relation to past climate extremes, disturbance events, and forest dynamics. The model is an important step toward integrating disturbance and forest dynamics into predictions of forest growth responses to climate extremes. We apply the model to a dendrochronology data set from forest stands of varying composition, structure, and development stage in northeastern Minnesota that have experienced extreme climate years and forest tent caterpillar defoliation events. Mean forest growth was most sensitive to water balance variables representing climatic water deficit. Forest growth responses to water deficit were partitioned into responses driven by climatic threshold exceedances and interactions with insect defoliation. Forest growth was both resistant and resilient to climate extremes with the majority of forest growth responses occurring after multiple climatic threshold exceedances across seasons and years. Interactions between climate and disturbance were observed in a subset of years with insect defoliation increasing forest growth sensitivity to water availability. Forest growth was particularly sensitive to climate extremes during periods of high stem density following major regeneration events when average inter-tree competition was high. Results suggest the resistance and resilience of forest growth to climate extremes can be increased through management steps such as thinning to reduce competition during early stages of stand development and small-group selection harvests to maintain forest structures characteristic of older, mature stands.
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Affiliation(s)
- Malcolm S Itter
- Department of Forestry, Michigan State University, Natural Resources Building, 480 Wilson Road, East Lansing, Michigan, 48824, USA
- Ecology, Evolutionary Biology and Behavior Program, Michigan State University, Giltner Hall, 293 Farm Lane Road, East Lansing, Michigan, 48824, USA
| | - Andrew O Finley
- Department of Forestry, Michigan State University, Natural Resources Building, 480 Wilson Road, East Lansing, Michigan, 48824, USA
- Department of Geography, Michigan State University, Geography Building, 673 Auditorium Road, East Lansing, Michigan, 48824, USA
| | - Anthony W D'Amato
- Rubenstein School of Environment and Natural Resources, University of Vermont, Aiken Center, 81 Carrigan Drive, Burlington, Vermont, 05405, USA
| | - Jane R Foster
- Department of Forest Resources, University of Minnesota, Green Hall, 1530 Cleveland Avenue North, St. Paul, Minnesota, 55108, USA
| | - John B Bradford
- U.S. Geological Survey, Southwest Biological Science Center, P.O. Box 5614 Building 56, Flagstaff, Arizona, 86011, USA
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28
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Cailleret M, Jansen S, Robert EMR, Desoto L, Aakala T, Antos JA, Beikircher B, Bigler C, Bugmann H, Caccianiga M, Čada V, Camarero JJ, Cherubini P, Cochard H, Coyea MR, Čufar K, Das AJ, Davi H, Delzon S, Dorman M, Gea-Izquierdo G, Gillner S, Haavik LJ, Hartmann H, Hereş AM, Hultine KR, Janda P, Kane JM, Kharuk VI, Kitzberger T, Klein T, Kramer K, Lens F, Levanic T, Linares Calderon JC, Lloret F, Lobo-Do-Vale R, Lombardi F, López Rodríguez R, Mäkinen H, Mayr S, Mészáros I, Metsaranta JM, Minunno F, Oberhuber W, Papadopoulos A, Peltoniemi M, Petritan AM, Rohner B, Sangüesa-Barreda G, Sarris D, Smith JM, Stan AB, Sterck F, Stojanović DB, Suarez ML, Svoboda M, Tognetti R, Torres-Ruiz JM, Trotsiuk V, Villalba R, Vodde F, Westwood AR, Wyckoff PH, Zafirov N, Martínez-Vilalta J. A synthesis of radial growth patterns preceding tree mortality. GLOBAL CHANGE BIOLOGY 2017; 23:1675-1690. [PMID: 27759919 DOI: 10.1111/gcb.13535] [Citation(s) in RCA: 175] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Revised: 09/12/2016] [Accepted: 10/11/2016] [Indexed: 05/23/2023]
Abstract
Tree mortality is a key factor influencing forest functions and dynamics, but our understanding of the mechanisms leading to mortality and the associated changes in tree growth rates are still limited. We compiled a new pan-continental tree-ring width database from sites where both dead and living trees were sampled (2970 dead and 4224 living trees from 190 sites, including 36 species), and compared early and recent growth rates between trees that died and those that survived a given mortality event. We observed a decrease in radial growth before death in ca. 84% of the mortality events. The extent and duration of these reductions were highly variable (1-100 years in 96% of events) due to the complex interactions among study species and the source(s) of mortality. Strong and long-lasting declines were found for gymnosperms, shade- and drought-tolerant species, and trees that died from competition. Angiosperms and trees that died due to biotic attacks (especially bark-beetles) typically showed relatively small and short-term growth reductions. Our analysis did not highlight any universal trade-off between early growth and tree longevity within a species, although this result may also reflect high variability in sampling design among sites. The intersite and interspecific variability in growth patterns before mortality provides valuable information on the nature of the mortality process, which is consistent with our understanding of the physiological mechanisms leading to mortality. Abrupt changes in growth immediately before death can be associated with generalized hydraulic failure and/or bark-beetle attack, while long-term decrease in growth may be associated with a gradual decline in hydraulic performance coupled with depletion in carbon reserves. Our results imply that growth-based mortality algorithms may be a powerful tool for predicting gymnosperm mortality induced by chronic stress, but not necessarily so for angiosperms and in case of intense drought or bark-beetle outbreaks.
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Affiliation(s)
- Maxime Cailleret
- Forest Ecology, Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, ETH Zürich, Universitätstrasse 22, 8092, Zürich, Switzerland
| | - Steven Jansen
- Institute of Systematic Botany and Ecology, Ulm University, Albert-Einstein-Allee 11, 89081, Ulm, Germany
| | - Elisabeth M R Robert
- CREAF, Campus UAB, 08193, Cerdanyola del Vallès, Spain
- Laboratory of Plant Biology and Nature Management (APNA), Vrije Universiteit Brussel, Pleinlaan 2, 1050, Brussels, Belgium
- Laboratory of Wood Biology and Xylarium, Royal Museum for Central Africa (RMCA), Leuvensesteenweg 13, 3080, Tervuren, Belgium
| | - Lucía Desoto
- Department of Life Sciences, Centre for Functional Ecology, University of Coimbra, Calçada Martim de Freitas, 3000-456, Coimbra, Portugal
| | - Tuomas Aakala
- Department of Forest Sciences, University of Helsinki, P.O. Box 27 (Latokartanonkaari 7), 00014, Helsinki, Finland
| | - Joseph A Antos
- Department of Biology, University of Victoria, PO Box 3020, STN CSC, Victoria, BC, V8W 3N5, Canada
| | - Barbara Beikircher
- Institute of Botany, University of Innsbruck, Sternwartestrasse 15, 6020, Innsbruck, Austria
| | - Christof Bigler
- Forest Ecology, Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, ETH Zürich, Universitätstrasse 22, 8092, Zürich, Switzerland
| | - Harald Bugmann
- Forest Ecology, Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, ETH Zürich, Universitätstrasse 22, 8092, Zürich, Switzerland
| | - Marco Caccianiga
- Dipartimento di Bioscienze, Università degli Studi di Milano, Via Giovanni Celoria 26, 20133, Milano, Italy
| | - Vojtěch Čada
- Faculty of Forestry and Wood Sciences, Czech University of Life Sciences, Kamýcká 961/129, 165 21, Praha 6-Suchdol, Czech Republic
| | - Jesus J Camarero
- Instituto Pirenaico de Ecología (IPE-CSIC), Avenida Montañana 1005, 50192, Zaragoza, Spain
| | - Paolo Cherubini
- Swiss Federal Institute for Forest, Snow and Landscape Research - WSL, Zürcherstrasse 111, 8903, Birmensdorf, Switzerland
| | - Hervé Cochard
- Unité Mixte de Recherche (UMR) 547 PIAF, Institut National de la Recherche Agronomique (INRA), Université Clermont Auvergne, 63100, Clermont-Ferrand, France
| | - Marie R Coyea
- Département des sciences du bois et de la forêt, Centre for Forest Research, Faculté de foresterie, de géographie et de géomatique, Université Laval, 2405 rue de la Terrasse, Québec, QC, G1V 0A6, Canada
| | - Katarina Čufar
- Biotechnical Faculty, University of Ljubljana, Jamnikarjeva 101, 1000, Ljubljana, Slovenia
| | - Adrian J Das
- U.S. Geological Survey, Western Ecological Research Center, 47050 Generals Highway, Three Rivers, CA, 93271, USA
| | - Hendrik Davi
- Ecologie des Forest Méditerranéennes (URFM), Institut National de la Recherche Agronomique (INRA), Domaine Saint Paul, Site Agroparc, 84914, Avignon Cedex 9, France
| | - Sylvain Delzon
- Unité Mixte de Recherche (UMR) 1202 BIOGECO, Institut National de la Recherche Agronomique (INRA), Université de Bordeaux, 33615, Pessac, France
| | - Michael Dorman
- Department of Geography and Environmental Development, Ben-Gurion University of the Negev, 84105, Beer-Sheva, Israel
| | - Guillermo Gea-Izquierdo
- Centro de Investigación Forestal (CIFOR), Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), Carretera La Coruña km 7.5, 28040, Madrid, Spain
| | - Sten Gillner
- Institute of Forest Botany and Forest Zoology, TU Dresden, 01062, Dresden, Germany
- Fachgebiet Vegetationstechnik und Pflanzenverwendung, Institut für Landschaftsarchitektur und Umweltplanung, TU Berlin, 10623, Berlin, Germany
| | - Laurel J Haavik
- Department of Entomology, University of Arkansas, Fayetteville, AR, 72701, USA
- Department of Ecology and Evolutionary Biology, University of Kansas, 1450 Jayhawk Boulevard, Lawrence, KS, 66045, USA
| | - Henrik Hartmann
- Max-Planck Institute for Biogeochemistry, Hans Knöll Strasse 10, 07745, Jena, Germany
| | - Ana-Maria Hereş
- CREAF, Campus UAB, 08193, Cerdanyola del Vallès, Spain
- Department of Biogeography and Global Change, National Museum of Natural History (MNCN), Consejo Superior de Investigaciones Científicas (CSIC), C/Serrano 115bis, 28006, Madrid, Spain
| | - Kevin R Hultine
- Department of Research, Conservation and Collections, Desert Botanical Garden, 1201 N Galvin Parkway, Phoenix, AZ, USA
| | - Pavel Janda
- Faculty of Forestry and Wood Sciences, Czech University of Life Sciences, Kamýcká 961/129, 165 21, Praha 6-Suchdol, Czech Republic
| | - Jeffrey M Kane
- Department of Forestry and Wildland Resources, Humboldt State University, 1 Harpst Street, Arcata, CA, 95521, USA
| | - Vyacheslav I Kharuk
- Siberian Division of the Russian Academy of Sciences (RAS), Sukachev Institute of Forest, Krasnoyarsk, 660036, Russia
| | - Thomas Kitzberger
- Department of Ecology, Universidad Nacional del Comahue, Quintral S/N, Barrio Jardín Botánico, 8400, San Carlos de Bariloche, Río Negro, Argentina
- Instituto de Investigaciones de Biodiversidad y Medio Ambiente (INIBOMA), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Quintral 1250, 8400, San Carlos de Bariloche, Río Negro, Argentina
| | - Tamir Klein
- Institute of Soil, Water, and Environmental Sciences, Volcani Center, Agricultural Research Organization (ARO), PO Box 6, 50250, Beit Dagan, Israel
| | - Koen Kramer
- Alterra - Green World Research, Wageningen University, Droevendaalse steeg 1, 6700AA, Wageningen, The Netherlands
| | - Frederic Lens
- Naturalis Biodiversity Center, Leiden University, PO Box 9517, 2300RA, Leiden, The Netherlands
| | - Tom Levanic
- Department of Yield and Silviculture, Slovenian Forestry Institute, Večna pot 2, 1000, Ljubljana, Slovenia
| | - Juan C Linares Calderon
- Department of Physical, Chemical and Natural Systems, Pablo de Olavide University, Carretera de Utrera km 1, 41013, Seville, Spain
| | - Francisco Lloret
- CREAF, Campus UAB, 08193, Cerdanyola del Vallès, Spain
- Universitat Autònoma de Barcelona, 08193, Cerdanyola del Vallès, Spain
| | - Raquel Lobo-Do-Vale
- Forest Research Centre, School of Agriculture, University of Lisbon, Tapada da Ajuda, 1349-017, Lisboa, Portugal
| | - Fabio Lombardi
- Department of Agricultural Science, Mediterranean University of Reggio Calabria, loc. Feo di Vito, 89060, Reggio Calabria, Italy
| | - Rosana López Rodríguez
- Forest Genetics and Physiology Research Group, Technical University of Madrid, Calle Ramiro de Maeztu 7, 28040, Madrid, Spain
- Hawkesbury Institute for the Environment, University of Western Sydney, Science Road, Richmond, NSW, 2753, Australia
| | - Harri Mäkinen
- Natural Resources Institute Finland (Luke), Viikinkaari 4, 00790, Helsinki, Finland
| | - Stefan Mayr
- Institute of Botany, University of Innsbruck, Sternwartestrasse 15, 6020, Innsbruck, Austria
| | - Ilona Mészáros
- Department of Botany, Faculty of Science and Technology, University of Debrecen, Egyetem tér 1, 4032, Debrecen, Hungary
| | - Juha M Metsaranta
- Northern Forestry Centre, Canadian Forest Service, Natural Resources Canada, 5320-122nd Street, Edmonton, AB, T6H 3S5, Canada
| | - Francesco Minunno
- Department of Forest Sciences, University of Helsinki, P.O. Box 27 (Latokartanonkaari 7), 00014, Helsinki, Finland
| | - Walter Oberhuber
- Institute of Botany, University of Innsbruck, Sternwartestrasse 15, 6020, Innsbruck, Austria
| | - Andreas Papadopoulos
- Department of Forestry and Natural Environment Management, Technological Educational Institute (TEI) of Stereas Elladas, Ag Georgiou 1, 36100, Karpenissi, Greece
| | - Mikko Peltoniemi
- Natural Resources Institute Finland (Luke), PO Box 18 (Jokiniemenkuja 1), 01301, Vantaa, Finland
| | - Any M Petritan
- Swiss Federal Institute for Forest, Snow and Landscape Research - WSL, Zürcherstrasse 111, 8903, Birmensdorf, Switzerland
- National Institute for Research-Development in Forestry ''Marin Dracea'', Eroilor 128, 077190, Voluntari, Romania
| | - Brigitte Rohner
- Forest Ecology, Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, ETH Zürich, Universitätstrasse 22, 8092, Zürich, Switzerland
- Swiss Federal Institute for Forest, Snow and Landscape Research - WSL, Zürcherstrasse 111, 8903, Birmensdorf, Switzerland
| | | | - Dimitrios Sarris
- Faculty of Pure and Applied Sciences, Open University of Cyprus, Latsia, 2252, Nicosia, Cyprus
- Department of Biological Sciences, University of Cyprus, PO Box 20537, 1678, Nicosia, Cyprus
- Division of Plant Biology, Department of Biology, University of Patras, 26500, Patras, Greece
| | - Jeremy M Smith
- Department of Geography, University of Colorado, Boulder, CO, 80309-0260, USA
| | - Amanda B Stan
- Department of Geography, Planning and Recreation, Northern Arizona University, PO Box 15016, Flagstaff, AZ, 86011, USA
| | - Frank Sterck
- Forest Ecology and Forest Management Group, Wageningen University, Droevendaalsesteeg 3a, 6708 PB, Wageningen, The Netherlands
| | - Dejan B Stojanović
- Institute of Lowland Forestry and Environment, University of Novi Sad, Antona Cehova 13, PO Box 117, 21000, Novi Sad, Serbia
| | - Maria L Suarez
- Instituto de Investigaciones de Biodiversidad y Medio Ambiente (INIBOMA), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Quintral 1250, 8400, San Carlos de Bariloche, Río Negro, Argentina
| | - Miroslav Svoboda
- Faculty of Forestry and Wood Sciences, Czech University of Life Sciences, Kamýcká 961/129, 165 21, Praha 6-Suchdol, Czech Republic
| | - Roberto Tognetti
- Dipartimenti di Bioscienze e Territorio, Università del Molise, C. da Fonte Lappone, 86090, Pesche, Italy
- European Forest Institute (EFI) Project Centre on Mountain Forests (MOUNTFOR), Via E. Mach 1, 38010, San Michele all'Adige, Italy
| | - José M Torres-Ruiz
- Unité Mixte de Recherche (UMR) 1202 BIOGECO, Institut National de la Recherche Agronomique (INRA), Université de Bordeaux, 33615, Pessac, France
| | - Volodymyr Trotsiuk
- Faculty of Forestry and Wood Sciences, Czech University of Life Sciences, Kamýcká 961/129, 165 21, Praha 6-Suchdol, Czech Republic
| | - Ricardo Villalba
- Laboratorio de Dendrocronología e Historia Ambiental, Instituto Argentino de Nivología, Glaciología y Ciencias Ambientales (IANIGLA), CCT CONICET Mendoza, Av. Ruiz Leal s/n, Parque General San Martín, Mendoza, CP 5500, Argentina
| | - Floor Vodde
- Institute of Forestry and Rural Engineering, Estonian University of Life Sciences, Kreutzwaldi 5, 51014, Tartu, Estonia
| | - Alana R Westwood
- Boreal Avian Modelling Project, Department of Renewable Resources, University of Alberta, 751 General Services Building, Edmonton, AB, T6G 2H1, Canada
| | - Peter H Wyckoff
- University of Minnesota, 600 East 4th Street, Morris, MN, 56267, USA
| | - Nikolay Zafirov
- University of Forestry, Kliment Ohridski Street 10, 1756, Sofia, Bulgaria
| | - Jordi Martínez-Vilalta
- CREAF, Campus UAB, 08193, Cerdanyola del Vallès, Spain
- Universitat Autònoma de Barcelona, 08193, Cerdanyola del Vallès, Spain
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Cavin L, Jump AS. Highest drought sensitivity and lowest resistance to growth suppression are found in the range core of the tree Fagus sylvatica L. not the equatorial range edge. GLOBAL CHANGE BIOLOGY 2017; 23:362-379. [PMID: 27298138 DOI: 10.1111/gcb.13366] [Citation(s) in RCA: 62] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2015] [Accepted: 04/26/2016] [Indexed: 06/06/2023]
Abstract
Biogeographical and ecological theory suggests that species distributions should be driven to higher altitudes and latitudes as global temperatures rise. Such changes occur as growth improves at the poleward edge of a species distribution and declines at the range edge in the opposite or equatorial direction, mirrored by changes in the establishment of new individuals. A substantial body of evidence demonstrates that such processes are underway for a wide variety of species. Case studies from populations at the equatorial range edge of a variety of woody species have led us to understand that widespread growth decline and distributional shifts are underway. However, in apparent contrast, other studies report high productivity and reproduction in some range edge populations. We sought to assess temporal trends in the growth of the widespread European beech tree (Fagus sylvatica) across its latitudinal range. We explored the stability of populations to major drought events and the implications for predicted widespread growth decline at its equatorial range edge. In contrast to expectations, we found greatest sensitivity and low resistance to drought in the core of the species range, whilst dry range edge populations showed particularly high resistance to drought and little evidence of drought-linked growth decline. We hypothesize that this high range edge resistance to drought is driven primarily by local environmental factors that allow relict populations to persist despite regionally unfavourable climate. The persistence of such populations demonstrates that range-edge decline is not ubiquitous and is likely to be driven by declining population density at the landscape scale rather than sudden and widespread range retraction.
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Affiliation(s)
- Liam Cavin
- Department of Biological and Environmental Sciences, University of Stirling, Stirling, FK9 4LA, UK
| | - Alistair S Jump
- Department of Biological and Environmental Sciences, University of Stirling, Stirling, FK9 4LA, UK
- CREAF (Centre de Recerca Ecològica i Aplicacions Forestals, Campus de Bellaterra (UAB), Edifici C. 08193, Cerdanyola del Vallès, Spain
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Young DJN, Stevens JT, Earles JM, Moore J, Ellis A, Jirka AL, Latimer AM. Long‐term climate and competition explain forest mortality patterns under extreme drought. Ecol Lett 2016; 20:78-86. [DOI: 10.1111/ele.12711] [Citation(s) in RCA: 255] [Impact Index Per Article: 31.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2016] [Revised: 10/22/2016] [Accepted: 11/04/2016] [Indexed: 12/16/2022]
Affiliation(s)
- Derek J. N. Young
- Graduate Group in Ecology and Department of Plant Sciences University of California‐Davis Davis, CA, USA
| | - Jens T. Stevens
- John Muir Institute of the Environment University of California‐Davis Davis, CA, USA
| | - J. Mason Earles
- School of Forestry and Environmental Studies Yale University New Haven, CT, USA
| | - Jeffrey Moore
- USDA Forest Service Pacific Southwest Region Davis, CA, USA
| | - Adam Ellis
- USDA Forest Service Pacific Southwest Region Davis, CA, USA
| | - Amy L. Jirka
- USDA Forest Service Pacific Southwest Region Davis, CA, USA
| | - Andrew M. Latimer
- Department of Plant Sciences University of California‐Davis Davis, CA, USA
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Hülsmann L, Bugmann HKM, Commarmot B, Meyer P, Zimmermann S, Brang P. Does one model fit all? Patterns of beech mortality in natural forests of three European regions. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2016; 26:2463-2477. [PMID: 27787924 DOI: 10.1002/eap.1388] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2016] [Revised: 05/13/2016] [Accepted: 05/24/2016] [Indexed: 06/06/2023]
Abstract
Large uncertainties characterize forest development under global climate change. Although recent studies have found widespread increased tree mortality, the patterns and processes associated with tree death remain poorly understood, thus restricting accurate mortality predictions. Yet, projections of future forest dynamics depend critically on robust mortality models, preferably based on empirical data rather than theoretical, not well-constrained assumptions. We developed parsimonious mortality models for individual beech (Fagus sylvatica L.) trees and evaluated their potential for incorporation in dynamic vegetation models (DVMs). We used inventory data from nearly 19,000 trees from unmanaged forests in Switzerland, Germany, and Ukraine, representing the largest dataset used to date for calibrating such models. Tree death was modelled as a function of size and growth, i.e., stem diameter (dbh) and relative basal area increment (relBAI), using generalized logistic regression accounting for unequal re-measurement intervals. To explain the spatial and temporal variability in mortality patterns, we considered a large set of environmental and stand characteristics. Validation with independent datasets was performed to assess model generality. Our results demonstrate strong variability in beech mortality that was independent of environmental or stand characteristics. Mortality patterns in Swiss and German strict forest reserves were dominated by competition processes as indicated by J-shaped mortality over tree size and growth. The Ukrainian primeval beech forest was additionally characterized by windthrow and a U-shaped size-mortality function. Unlike the mortality model based on Ukrainian data, the Swiss and German models achieved good discrimination and acceptable transferability when validated against each other. We thus recommend these two models to be incorporated and examined in DVMs. Their mortality predictions respond to climate change via tree growth, which is sufficient to capture the adverse effects of water availability and competition on the mortality probability of beech under current conditions.
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Affiliation(s)
- Lisa Hülsmann
- Research Unit Forest Resources and Management, WSL Swiss Federal Institute for Forest, Snow and Landscape Research, Zürcherstrasse 111, 8903, Birmensdorf, Switzerland
- Forest Ecology, Institute of Terrestrial Ecosystems, ETH Zurich, Universitätstrasse 16, 8092, Zürich, Switzerland
| | - Harald K M Bugmann
- Forest Ecology, Institute of Terrestrial Ecosystems, ETH Zurich, Universitätstrasse 16, 8092, Zürich, Switzerland
| | - Brigitte Commarmot
- Research Unit Forest Resources and Management, WSL Swiss Federal Institute for Forest, Snow and Landscape Research, Zürcherstrasse 111, 8903, Birmensdorf, Switzerland
| | - Peter Meyer
- Sachgebiet Waldnaturschutz/Naturwald, Nordwestdeutsche Forstliche Versuchsanstalt NW-FVA, Grätzelstrasse 2, 37079, Göttingen, Germany
| | - Stephan Zimmermann
- Research Unit Forest Soils and Biogeochemistry, WSL Swiss Federal Institute for Forest, Snow and Landscape Research, Zürcherstrasse 111, 8903, Birmensdorf, Switzerland
| | - Peter Brang
- Research Unit Forest Resources and Management, WSL Swiss Federal Institute for Forest, Snow and Landscape Research, Zürcherstrasse 111, 8903, Birmensdorf, Switzerland
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