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Ryzhkov FV, Ryzhkova YE, Elinson MN. Python tools for structural tasks in chemistry. Mol Divers 2024:10.1007/s11030-024-10889-7. [PMID: 38744790 DOI: 10.1007/s11030-024-10889-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Accepted: 04/27/2024] [Indexed: 05/16/2024]
Abstract
In recent decades, the use of computational approaches and artificial intelligence in the scientific environment has become more widespread. In this regard, the popular and versatile programming language Python has attracted considerable attention from scientists in the field of chemistry. It is used to solve a variety of chemical and structural problems, including calculating descriptors, molecular fingerprints, graph construction, and computing chemical reaction networks. Python offers high-quality visualization tools for analyzing chemical spaces and compound libraries. This review is a list of tools for the above tasks, including scripts, libraries, ready-made programs, and web interfaces. Inevitably this manuscript does not claim to be an all-encompassing handbook including all the existing Python-based structural chemistry codes. The review serves as a starting point for scientists wishing to apply automatization or optimization to routine chemistry problems.
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Affiliation(s)
- Fedor V Ryzhkov
- N. D. Zelinsky Institute of Organic Chemistry Russian Academy of Sciences, 47 Leninsky Prospekt, Moscow, 119991, Russia.
| | - Yuliya E Ryzhkova
- N. D. Zelinsky Institute of Organic Chemistry Russian Academy of Sciences, 47 Leninsky Prospekt, Moscow, 119991, Russia
| | - Michail N Elinson
- N. D. Zelinsky Institute of Organic Chemistry Russian Academy of Sciences, 47 Leninsky Prospekt, Moscow, 119991, Russia
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2
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Lucash MS, Marshall AM, Weiss SA, McNabb JW, Nicolsky DJ, Flerchinger GN, Link TE, Vogel JG, Scheller RM, Abramoff RZ, Romanovsky VE. Burning trees in frozen soil: Simulating fire, vegetation, soil, and hydrology in the boreal forests of Alaska. Ecol Modell 2023. [DOI: 10.1016/j.ecolmodel.2023.110367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2023]
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3
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van Soest MAJ, Anderson NJ, Bol R, Dixon LR, Haygarth PM. Grazing and topography control nutrient pools in low Arctic soils of Southwest Greenland. EUROPEAN JOURNAL OF SOIL SCIENCE 2022; 73:e13278. [PMID: 36248184 PMCID: PMC9541922 DOI: 10.1111/ejss.13278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 06/18/2022] [Accepted: 06/29/2022] [Indexed: 06/16/2023]
Abstract
Soil nutrient pools in the dry low Arctic are likely to be released under climatic change and this bioavailability has the potential to increase both terrestrial and aquatic productions. As well as the direct effect of warming, external disturbances such as nutrient deposition and grazing can also drive ecosystem change. This study in the low Arctic Kangerlussuaq area of southwest Greenland compared soil nutrient pools in terms of both topographic position on a catena and by soil depth in two small catchments with contrasting muskox abundance. We tested the hypotheses that there were differences between soil carbon (C), nitrogen (N) and phosphorus (P) across a soil catena (ridge - slope - valley) and by soil depth (litter - 0-5 cm - 25-30 cm) for the two sites (SS17b, muskox present, versus - SS85, no muskox). Total C and N concentrations of soils were on average lower at SS17b compared to SS85. Moreover, the soil N concentration increased downslope in the catena with higher amounts in the valleys compared to the slopes and ridges. Soil P concentration (0.70 g P kg-1) was similar between catchments; however, litter P content was substantially different. The difference in soil nutrients between the two catchments was most likely due to the presence of muskox at SS17b, and hence grazing associated processes (defecation, altered microbiology and nutrient cycling). This study emphasises the heterogeneity of arctic landscapes and need for ecosystem specific research. Highlights Soil nutrient pools in two low-arctic catchments in Greenland were compared.Grazing and dung inputs by muskox affect soil nutrient pools in Greenland.Soil P stores in Kangerlussuaq are similar to intensively managed farmland in Europe.The heterogeneity of arctic landscapes and need for ecosystem-specific research are emphasised.
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Affiliation(s)
- Maud A. J. van Soest
- Geography & EnvironmentLoughborough UniversityLoughboroughUK
- Present address:
Centre for Ecology and Hydrology, Environment Centre WalesBangorUK
| | - N. John Anderson
- Geography & EnvironmentLoughborough UniversityLoughboroughUK
- Department of Ecology and Environmental ScienceUmeå UniversityUmeåSweden
| | - Roland Bol
- Institute of Bio and Geosciences, Agrosphere (IBG‐3), Forschungszentrum Jülich GmbHJülichGermany
- School of Natural Sciences, Environment Centre WalesBangor UniversityBangorUK
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4
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Phillips CA, Rogers BM, Elder M, Cooperdock S, Moubarak M, Randerson JT, Frumhoff PC. Escalating carbon emissions from North American boreal forest wildfires and the climate mitigation potential of fire management. SCIENCE ADVANCES 2022; 8:eabl7161. [PMID: 35476444 PMCID: PMC9045718 DOI: 10.1126/sciadv.abl7161] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 03/11/2022] [Indexed: 06/01/2023]
Abstract
Wildfires in boreal forests release large quantities of greenhouse gases to the atmosphere, exacerbating climate change. Here, we characterize the magnitude of recent and projected gross and net boreal North American wildfire carbon dioxide emissions, evaluate fire management as an emissions reduction strategy, and quantify the associated costs. Our results show that wildfires in boreal North America could, by mid-century, contribute to a cumulative net source of nearly 12 gigatonnes of carbon dioxide, about 3% of remaining global carbon dioxide emissions associated with keeping temperatures within the Paris Agreement's 1.5°C limit. With observations from Alaska, we show that current fire management practices limit the burned area. Further, the costs of avoiding carbon dioxide emissions by means of increasing investment in fire management are comparable to or lower than those of other mitigation strategies. Together, our findings highlight the climate risk that boreal wildfires pose and point to fire management as a cost-effective way to limit emissions.
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Affiliation(s)
- Carly A. Phillips
- Union of Concerned Scientists, Cambridge, MA, USA
- Woodwell Climate Research Center, Falmouth, MA, USA
| | | | - Molly Elder
- Fletcher School, Tufts University Medford, MA, USA
| | | | | | - James T. Randerson
- Department of Earth System Science, University of California, Irvine, CA, USA
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5
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Bahlai CA, Hart C, Kavanaugh MT, White JD, Ruess RW, Brinkman TJ, Ducklow HW, Foster DR, Fraser WR, Genet H, Groffman PM, Hamilton SK, Johnstone JF, Kielland K, Landis DA, Mack MC, Sarnelle O, Thompson JR. Cascading effects: insights from the U.S. Long Term Ecological Research Network. Ecosphere 2021. [DOI: 10.1002/ecs2.3430] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Affiliation(s)
- Christie A. Bahlai
- Department of Biological Sciences Kent State University Kent Ohio44242USA
- Kellogg Biological Station Michigan State University Hickory Corners Michigan49060USA
| | - Clarisse Hart
- Harvard Forest Harvard University Petersham Massachusetts01366USA
| | - Maria T. Kavanaugh
- College of Earth Ocean, and Atmospheric Sciences Oregon State University Corvallis Oregon97331USA
| | - Jeffrey D. White
- Department of Biology Framingham State University 100 State Street Framingham Massachusetts01702USA
| | - Roger W. Ruess
- Institute of Arctic Biology University of Alaska Fairbanks Alaska99775USA
| | - Todd J. Brinkman
- Institute of Arctic Biology University of Alaska Fairbanks Alaska99775USA
| | | | - David R. Foster
- Harvard Forest Harvard University Petersham Massachusetts01366USA
| | | | - Hélène Genet
- Institute of Arctic Biology University of Alaska Fairbanks Alaska99775USA
| | - Peter M. Groffman
- City University of New York Advanced Science Research Center at the Graduate Center New York New York10031USA
- Cary Institute of Ecosystem Studies Millbrook New York12545USA
| | - Stephen K. Hamilton
- Kellogg Biological Station Michigan State University Hickory Corners Michigan49060USA
- Cary Institute of Ecosystem Studies Millbrook New York12545USA
| | - Jill F. Johnstone
- Institute of Arctic Biology University of Alaska Fairbanks Alaska99775USA
| | - Knut Kielland
- Institute of Arctic Biology University of Alaska Fairbanks Alaska99775USA
| | - Douglas A. Landis
- Department of Entomology Michigan State University East Lansing Michigan48824USA
| | - Michelle C. Mack
- Center for Ecosystem Science and Society and Department of Biological Sciences Northern Arizona University Flagstaff Arizona86011USA
| | - Orlando Sarnelle
- Department of Fisheries and Wildlife Michigan State University 480 Wilson Road East Lansing Michigan48824USA
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Hahn MB, Kuiper G, O'Dell K, Fischer EV, Magzamen S. Wildfire Smoke Is Associated With an Increased Risk of Cardiorespiratory Emergency Department Visits in Alaska. GEOHEALTH 2021; 5:e2020GH000349. [PMID: 34036208 PMCID: PMC8137270 DOI: 10.1029/2020gh000349] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 03/03/2021] [Accepted: 04/17/2021] [Indexed: 05/26/2023]
Abstract
Alaskan wildfires have major ecological, social, and economic consequences, but associated health impacts remain unexplored. We estimated cardiorespiratory morbidity associated with wildfire smoke (WFS) fine particulate matter with a diameter less than 2.5 μm (PM2.5) in three major population centers (Anchorage, Fairbanks, and the Matanuska-Susitna Valley) during the 2015-2019 wildfire seasons. To estimate WFS PM2.5, we utilized data from ground-based monitors and satellite-based smoke plume estimates. We implemented time-stratified case-crossover analyses with single and distributed lag models to estimate the effect of WFS PM2.5 on cardiorespiratory emergency department (ED) visits. On the day of exposure to WFS PM2.5, there was an increased odds of asthma-related ED visits among 15-65 year olds (OR = 1.12, 95% CI = 1.08, 1.16), people >65 years (OR = 1.15, 95% CI = 1.01, 1.31), among Alaska Native people (OR = 1.16, 95% CI = 1.09, 1.23), and in Anchorage (OR = 1.10, 95% CI = 1.05, 1.15) and Fairbanks (OR = 1.12, 95% CI = 1.07, 1.17). There was an increased risk of heart failure related ED visits for Alaska Native people (Lag Day 5 OR = 1.13, 95% CI = 1.02, 1.25). We found evidence that rural populations may delay seeking care. As the frequency and magnitude of Alaskan wildfires continue to increase due to climate change, understanding the health impacts will be imperative. A nuanced understanding of the effects of WFS on specific demographic and geographic groups facilitates data-driven public health interventions and fire management protocols that address these adverse health effects.
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Affiliation(s)
- M. B. Hahn
- Institute for Circumpolar Health StudiesUniversity of Alaska‐AnchorageAnchorageAKUSA
| | - G. Kuiper
- Institute for Circumpolar Health StudiesUniversity of Alaska‐AnchorageAnchorageAKUSA
| | - K. O'Dell
- Department of Atmospheric ScienceColorado State UniversityFort CollinsCOUSA
| | - E. V. Fischer
- Department of Atmospheric ScienceColorado State UniversityFort CollinsCOUSA
| | - S. Magzamen
- Department of Environmental and Radiological Health SciencesColorado State UniversityFort CollinsCOUSA
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Huang C, He HS, Liang Y, Hawbaker TJ, Henne PD, Xu W, Gong P, Zhu Z. The changes in species composition mediate direct effects of climate change on future fire regimes of boreal forests in northeastern China. J Appl Ecol 2021. [DOI: 10.1111/1365-2664.13876] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Chao Huang
- CAS Key Laboratory of Forest Ecology and Management Institute of Applied Ecology Chinese Academy of Sciences Shenyang China
| | - Hong S. He
- School of Natural Resources University of Missouri Columbia MO USA
- Key Laboratory of Geographical Processes and Ecological Security in Changbai Mountains Ministry of Education School of Geographical Sciences Northeast Normal University Changchun China
| | - Yu Liang
- CAS Key Laboratory of Forest Ecology and Management Institute of Applied Ecology Chinese Academy of Sciences Shenyang China
| | - Todd J. Hawbaker
- U.S. Geological Survey, Geosciences and Environmental Change Science Center Denver CO USA
| | - Paul D. Henne
- U.S. Geological Survey, Geosciences and Environmental Change Science Center Denver CO USA
| | - Wenru Xu
- School of Natural Resources University of Missouri Columbia MO USA
| | - Peng Gong
- Ministry of Education Key Laboratory for Earth System Modeling Department of Earth System Science Tsinghua University Beijing China
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8
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Widespread mortality of trembling aspen (Populus tremuloides) throughout interior Alaskan boreal forests resulting from a novel canker disease. PLoS One 2021; 16:e0250078. [PMID: 33831122 PMCID: PMC8032200 DOI: 10.1371/journal.pone.0250078] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Accepted: 03/30/2021] [Indexed: 01/26/2023] Open
Abstract
Over the past several decades, growth declines and mortality of trembling aspen throughout western Canada and the United States have been linked to drought, often interacting with outbreaks of insects and fungal pathogens, resulting in a “sudden aspen decline” throughout much of aspen’s range. In 2015, we noticed an aggressive fungal canker causing widespread mortality of aspen throughout interior Alaska and initiated a study to quantify potential drivers for the incidence, virulence, and distribution of the disease. Stand-level infection rates among 88 study sites distributed across 6 Alaska ecoregions ranged from <1 to 69%, with the proportion of trees with canker that were dead averaging 70% across all sites. The disease is most prevalent north of the Alaska Range within the Tanana Kuskokwim ecoregion. Modeling canker probability as a function of ecoregion, stand structure, landscape position, and climate revealed that smaller-diameter trees in older stands with greater aspen basal area have the highest canker incidence and mortality, while younger trees in younger stands appear virtually immune to the disease. Sites with higher summer vapor pressure deficits had significantly higher levels of canker infection and mortality. We believe the combined effects of this novel fungal canker pathogen, drought, and the persistent aspen leaf miner outbreak are triggering feedbacks between carbon starvation and hydraulic failure that are ultimately driving widespread mortality. Warmer early-season temperatures and prolonged late summer drought are leading to larger and more severe wildfires throughout interior Alaska that are favoring a shift from black spruce to forests dominated by Alaska paper birch and aspen. Widespread aspen mortality fostered by this rapidly spreading pathogen has significant implications for successional dynamics, ecosystem function, and feedbacks to disturbance regimes, particularly on sites too dry for Alaska paper birch.
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9
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Short-term responses of boreal carbon stocks to climate change: A simulation study of black spruce forests. Ecol Modell 2019. [DOI: 10.1016/j.ecolmodel.2019.108754] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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10
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Foster AC, Armstrong AH, Shuman JK, Shugart HH, Rogers BM, Mack MC, Goetz SJ, Ranson KJ. Importance of tree- and species-level interactions with wildfire, climate, and soils in interior Alaska: Implications for forest change under a warming climate. Ecol Modell 2019. [DOI: 10.1016/j.ecolmodel.2019.108765] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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11
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Pastick NJ, Jorgenson MT, Goetz SJ, Jones BM, Wylie BK, Minsley BJ, Genet H, Knight JF, Swanson DK, Jorgenson JC. Spatiotemporal remote sensing of ecosystem change and causation across Alaska. GLOBAL CHANGE BIOLOGY 2019; 25:1171-1189. [PMID: 29808518 DOI: 10.1111/gcb.14279] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Revised: 01/25/2018] [Accepted: 03/09/2018] [Indexed: 05/19/2023]
Abstract
Contemporary climate change in Alaska has resulted in amplified rates of press and pulse disturbances that drive ecosystem change with significant consequences for socio-environmental systems. Despite the vulnerability of Arctic and boreal landscapes to change, little has been done to characterize landscape change and associated drivers across northern high-latitude ecosystems. Here we characterize the historical sensitivity of Alaska's ecosystems to environmental change and anthropogenic disturbances using expert knowledge, remote sensing data, and spatiotemporal analyses and modeling. Time-series analysis of moderate-and high-resolution imagery was used to characterize land- and water-surface dynamics across Alaska. Some 430,000 interpretations of ecological and geomorphological change were made using historical air photos and satellite imagery, and corroborate land-surface greening, browning, and wetness/moisture trend parameters derived from peak-growing season Landsat imagery acquired from 1984 to 2015. The time series of change metrics, together with climatic data and maps of landscape characteristics, were incorporated into a modeling framework for mapping and understanding of drivers of change throughout Alaska. According to our analysis, approximately 13% (~174,000 ± 8700 km2 ) of Alaska has experienced directional change in the last 32 years (±95% confidence intervals). At the ecoregions level, substantial increases in remotely sensed vegetation productivity were most pronounced in western and northern foothills of Alaska, which is explained by vegetation growth associated with increasing air temperatures. Significant browning trends were largely the result of recent wildfires in interior Alaska, but browning trends are also driven by increases in evaporative demand and surface-water gains that have predominately occurred over warming permafrost landscapes. Increased rates of photosynthetic activity are associated with stabilization and recovery processes following wildfire, timber harvesting, insect damage, thermokarst, glacial retreat, and lake infilling and drainage events. Our results fill a critical gap in the understanding of historical and potential future trajectories of change in northern high-latitude regions.
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Affiliation(s)
- Neal J Pastick
- Stinger Ghaffarian Technologies, Inc. (contractor to the U.S. Geological Survey), Sioux Falls, South Dakota
- Department of Forest Resources, University of Minnesota, St. Paul, Minnesota
| | | | - Scott J Goetz
- School of Informatics, Computing, and Cyber Systems, Northern Arizona University, Flagstaff, Arizona
| | - Benjamin M Jones
- Alaska Science Center, U.S. Geological Survey, Anchorage, Alaska
| | - Bruce K Wylie
- Earth Resources Observation and Science Center, U.S. Geological Survey, Sioux Falls, South Dakota
| | - Burke J Minsley
- Crustal Geophysics and Geochemistry Science Center, U.S. Geological Survey, Denver, Colorado
| | - Hélène Genet
- Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, Alaska
| | - Joseph F Knight
- Department of Forest Resources, University of Minnesota, St. Paul, Minnesota
| | | | - Janet C Jorgenson
- Arctic National Wildlife Refuge, U.S. Fish and Wildlife Service, Fairbanks, Alaska
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McGuire AD, Zhu Z, Birdsey R, Pan Y, Schimel DS. Introduction to the Alaska Carbon Cycle Invited Feature. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2018; 28:1938-1939. [PMID: 30286257 DOI: 10.1002/eap.1808] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Revised: 08/21/2018] [Accepted: 08/30/2018] [Indexed: 06/08/2023]
Affiliation(s)
- A D McGuire
- U.S. Geological Survey, Alaska Cooperative Fish and Wildlife Research Unit, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - Z Zhu
- U.S. Geological Survey, Reston, Virginia, 12201, USA
| | - R Birdsey
- Woods Hole Research Center, Falmouth, Massachusetts, 02540, USA
| | - Y Pan
- U.S. Department of Agriculture, Forest Service, Durham, New Hampshire, 03824, USA
| | - D S Schimel
- Jet Propulsion Laboratory, Pasadena, California, 91109, USA
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13
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McGuire AD, Genet H, Lyu Z, Pastick N, Stackpoole S, Birdsey R, D'Amore D, He Y, Rupp TS, Striegl R, Wylie BK, Zhou X, Zhuang Q, Zhu Z. Assessing historical and projected carbon balance of Alaska: A synthesis of results and policy/management implications. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2018; 28:1396-1412. [PMID: 29923353 DOI: 10.1002/eap.1768] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2018] [Revised: 04/25/2018] [Accepted: 05/16/2018] [Indexed: 06/08/2023]
Abstract
We summarize the results of a recent interagency assessment of land carbon dynamics in Alaska, in which carbon dynamics were estimated for all major terrestrial and aquatic ecosystems for the historical period (1950-2009) and a projection period (2010-2099). Between 1950 and 2009, upland and wetland (i.e., terrestrial) ecosystems of the state gained 0.4 Tg C/yr (0.1% of net primary production, NPP), resulting in a cumulative greenhouse gas radiative forcing of 1.68 × 10-3 W/m2 . The change in carbon storage is spatially variable with the region of the Northwest Boreal Landscape Conservation Cooperative (LCC) losing carbon because of fire disturbance. The combined carbon transport via various pathways through inland aquatic ecosystems of Alaska was estimated to be 41.3 Tg C/yr (17% of terrestrial NPP). During the projection period (2010-2099), carbon storage of terrestrial ecosystems of Alaska was projected to increase (22.5-70.0 Tg C/yr), primarily because of NPP increases of 10-30% associated with responses to rising atmospheric CO2 , increased nitrogen cycling, and longer growing seasons. Although carbon emissions to the atmosphere from wildfire and wetland CH4 were projected to increase for all of the climate projections, the increases in NPP more than compensated for those losses at the statewide level. Carbon dynamics of terrestrial ecosystems continue to warm the climate for four of the six future projections and cool the climate for only one of the projections. The attribution analyses we conducted indicated that the response of NPP in terrestrial ecosystems to rising atmospheric CO2 (~5% per 100 ppmv CO2 ) saturates as CO2 increases (between approximately +150 and +450 ppmv among projections). This response, along with the expectation that permafrost thaw would be much greater and release large quantities of permafrost carbon after 2100, suggests that projected carbon gains in terrestrial ecosystems of Alaska may not be sustained. From a national perspective, inclusion of all of Alaska in greenhouse gas inventory reports would ensure better accounting of the overall greenhouse gas balance of the nation and provide a foundation for considering mitigation activities in areas that are accessible enough to support substantive deployment.
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Affiliation(s)
- A David McGuire
- U.S. Geological Survey, Alaska Cooperative Fish and Wildlife Research Unit, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - Hélène Genet
- Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - Zhou Lyu
- Earth, Atmospheric, and Planetary Sciences, Purdue University, West Lafayette, Indiana, 47907, USA
| | - Neal Pastick
- Stinger Ghaffarian Technologies Inc., contractor to the U.S. Geological Survey, Sioux Falls, South Dakota, 57198, USA
- Department of Forest Resources, University of Minnesota, St. Paul, Minnesota, 55108, USA
| | - Sarah Stackpoole
- Water Mission Area, Denver Federal Center, MS413, U.S. Geological Survey, Denver, Colorado, 80225, USA
| | - Richard Birdsey
- Woods Hole Research Center, Falmouth, Massachusetts, 02540, USA
| | - David D'Amore
- U.S. Department of Agriculture, Forest Service, Pacific Northwest Research Station, Juneau, Alaska, 99801, USA
| | - Yujie He
- Earth, Atmospheric, and Planetary Sciences, Purdue University, West Lafayette, Indiana, 47907, USA
| | - T Scott Rupp
- Scenarios Network for Alaska and Arctic Planning, International Arctic Research Center, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - Robert Striegl
- National Research Program, U.S. Geological Survey, 3215 Marine Street, Boulder, Colorado, 80303, USA
| | - Bruce K Wylie
- The Earth Resources Observation Systems Center, U.S. Geological Survey, Sioux Falls, South Dakota, 57198, USA
| | - Xiaoping Zhou
- U.S. Department of Agriculture, Forest Service, Pacific Northwest Research Station, Portland, Oregon, 97208, USA
| | - Qianlai Zhuang
- Earth, Atmospheric, and Planetary Sciences, Purdue University, West Lafayette, Indiana, 47907, USA
| | - Zhiliang Zhu
- U.S. Geological Survey, Reston, Virginia, 12201, USA
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14
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Lyu Z, Genet H, He Y, Zhuang Q, McGuire AD, Bennett A, Breen A, Clein J, Euskirchen ES, Johnson K, Kurkowski T, Pastick NJ, Rupp TS, Wylie BK, Zhu Z. The role of environmental driving factors in historical and projected carbon dynamics of wetland ecosystems in Alaska. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2018; 28:1377-1395. [PMID: 29808543 DOI: 10.1002/eap.1755] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2017] [Revised: 04/05/2018] [Accepted: 04/13/2018] [Indexed: 06/08/2023]
Abstract
Wetlands are critical terrestrial ecosystems in Alaska, covering ~177,000 km2 , an area greater than all the wetlands in the remainder of the United States. To assess the relative influence of changing climate, atmospheric carbon dioxide (CO2 ) concentration, and fire regime on carbon balance in wetland ecosystems of Alaska, a modeling framework that incorporates a fire disturbance model and two biogeochemical models was used. Spatially explicit simulations were conducted at 1-km resolution for the historical period (1950-2009) and future projection period (2010-2099). Simulations estimated that wetland ecosystems of Alaska lost 175 Tg carbon (C) in the historical period. Ecosystem C storage in 2009 was 5,556 Tg, with 89% of the C stored in soils. The estimated loss of C as CO2 and biogenic methane (CH4 ) emissions resulted in wetlands of Alaska increasing the greenhouse gas forcing of climate warming. Simulations for the projection period were conducted for six climate change scenarios constructed from two climate models forced under three CO2 emission scenarios. Ecosystem C storage averaged among climate scenarios increased 3.94 Tg C/yr by 2099, with variability among the simulations ranging from 2.02 to 4.42 Tg C/yr. These increases were driven primarily by increases in net primary production (NPP) that were greater than losses from increased decomposition and fire. The NPP increase was driven by CO2 fertilization (~5% per 100 parts per million by volume increase) and by increases in air temperature (~1% per °C increase). Increases in air temperature were estimated to be the primary cause for a projected 47.7% mean increase in biogenic CH4 emissions among the simulations (~15% per °C increase). Ecosystem CO2 sequestration offset the increase in CH4 emissions during the 21st century to decrease the greenhouse gas forcing of climate warming. However, beyond 2100, we expect that this forcing will ultimately increase as wetland ecosystems transition from being a sink to a source of atmospheric CO2 because of (1) decreasing sensitivity of NPP to increasing atmospheric CO2 , (2) increasing availability of soil C for decomposition as permafrost thaws, and (3) continued positive sensitivity of biogenic CH4 emissions to increases in soil temperature.
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Affiliation(s)
- Zhou Lyu
- Earth, Atmospheric, and Planetary Sciences, Purdue University, West Lafayette, Indiana, 47907, USA
| | - Hélène Genet
- Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - Yujie He
- Earth, Atmospheric, and Planetary Sciences, Purdue University, West Lafayette, Indiana, 47907, USA
| | - Qianlai Zhuang
- Earth, Atmospheric, and Planetary Sciences, Purdue University, West Lafayette, Indiana, 47907, USA
| | - A David McGuire
- U.S. Geological Survey, Alaska Cooperative Fish and Wildlife Research Unit, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - Alec Bennett
- Scenarios Network for Alaska and Arctic Planning, International Arctic Research Center, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - Amy Breen
- Scenarios Network for Alaska and Arctic Planning, International Arctic Research Center, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - Joy Clein
- Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - Eugénie S Euskirchen
- Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - Kristofer Johnson
- U.S. Department of Agriculture, Forest Service, Northern Research Station, Newtown Square, Pennsylvania, 19073, USA
| | - Tom Kurkowski
- Scenarios Network for Alaska and Arctic Planning, International Arctic Research Center, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - Neal J Pastick
- Department of Forest Resources, University of Minnesota, St. Paul, Minnesota, 55108, USA
- Stinger Ghaffarian Technologies Inc., contractor to the U.S. Geological Survey, Sioux Falls, South Dakota, 57198, USA
| | - T Scott Rupp
- Scenarios Network for Alaska and Arctic Planning, International Arctic Research Center, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - Bruce K Wylie
- U.S. Geological Survey, The Earth Resources Observation Systems Center, Sioux Falls, South Dakota, 57198, USA
| | - Zhiliang Zhu
- U.S. Geological Survey, Reston, Virginia, 12201, USA
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15
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Genet H, He Y, Lyu Z, McGuire AD, Zhuang Q, Clein J, D'Amore D, Bennett A, Breen A, Biles F, Euskirchen ES, Johnson K, Kurkowski T, Kushch Schroder S, Pastick N, Rupp TS, Wylie B, Zhang Y, Zhou X, Zhu Z. The role of driving factors in historical and projected carbon dynamics of upland ecosystems in Alaska. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2018; 28:5-27. [PMID: 29044791 DOI: 10.1002/eap.1641] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Revised: 07/26/2017] [Accepted: 08/25/2017] [Indexed: 06/07/2023]
Abstract
It is important to understand how upland ecosystems of Alaska, which are estimated to occupy 84% of the state (i.e., 1,237,774 km2 ), are influencing and will influence state-wide carbon (C) dynamics in the face of ongoing climate change. We coupled fire disturbance and biogeochemical models to assess the relative effects of changing atmospheric carbon dioxide (CO2 ), climate, logging and fire regimes on the historical and future C balance of upland ecosystems for the four main Landscape Conservation Cooperatives (LCCs) of Alaska. At the end of the historical period (1950-2009) of our analysis, we estimate that upland ecosystems of Alaska store ~50 Pg C (with ~90% of the C in soils), and gained 3.26 Tg C/yr. Three of the LCCs had gains in total ecosystem C storage, while the Northwest Boreal LCC lost C (-6.01 Tg C/yr) because of increases in fire activity. Carbon exports from logging affected only the North Pacific LCC and represented less than 1% of the state's net primary production (NPP). The analysis for the future time period (2010-2099) consisted of six simulations driven by climate outputs from two climate models for three emission scenarios. Across the climate scenarios, total ecosystem C storage increased between 19.5 and 66.3 Tg C/yr, which represents 3.4% to 11.7% increase in Alaska upland's storage. We conducted additional simulations to attribute these responses to environmental changes. This analysis showed that atmospheric CO2 fertilization was the main driver of ecosystem C balance. By comparing future simulations with constant and with increasing atmospheric CO2 , we estimated that the sensitivity of NPP was 4.8% per 100 ppmv, but NPP becomes less sensitive to CO2 increase throughout the 21st century. Overall, our analyses suggest that the decreasing CO2 sensitivity of NPP and the increasing sensitivity of heterotrophic respiration to air temperature, in addition to the increase in C loss from wildfires weakens the C sink from upland ecosystems of Alaska and will ultimately lead to a source of CO2 to the atmosphere beyond 2100. Therefore, we conclude that the increasing regional C sink we estimate for the 21st century will most likely be transitional.
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Affiliation(s)
- Hélène Genet
- Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - Yujie He
- Earth, Atmospheric, and Planetary Sciences, Purdue University, West Lafayette, Indiana, 47907, USA
| | - Zhou Lyu
- Earth, Atmospheric, and Planetary Sciences, Purdue University, West Lafayette, Indiana, 47907, USA
| | - A David McGuire
- U.S. Geological Survey, Alaska Cooperative Fish and Wildlife Research Unit, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - Qianlai Zhuang
- Earth, Atmospheric, and Planetary Sciences, Purdue University, West Lafayette, Indiana, 47907, USA
| | - Joy Clein
- Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - David D'Amore
- U.S. Department of Agriculture, Forest Service, Pacific Northwest Research Station, Juneau, Alaska, 99801, USA
| | - Alec Bennett
- Scenarios Network for Alaska and Arctic Planning, International Arctic Research Center, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - Amy Breen
- Scenarios Network for Alaska and Arctic Planning, International Arctic Research Center, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - Frances Biles
- U.S. Department of Agriculture, Forest Service, Pacific Northwest Research Station, Juneau, Alaska, 99801, USA
| | - Eugénie S Euskirchen
- Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - Kristofer Johnson
- U.S. Department of Agriculture, Forest Service, Northern Research Station, Newtown Square, Pennsylvania, 19073, USA
| | - Tom Kurkowski
- Scenarios Network for Alaska and Arctic Planning, International Arctic Research Center, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - Svetlana Kushch Schroder
- School of Environmental and Forest Sciences, University of Washington, Seattle, Washington, 98195, USA
| | - Neal Pastick
- Stinger Ghaffarian Technologies Inc., contractor to the U.S. Geological Survey, Sioux Falls, South Dakota, 57198, USA
- Department of Forest Resources, University of Minnesota, St. Paul, Minnesota, 55108, USA
| | - T Scott Rupp
- Scenarios Network for Alaska and Arctic Planning, International Arctic Research Center, University of Alaska Fairbanks, Fairbanks, Alaska, 99775, USA
| | - Bruce Wylie
- U.S. Geological Survey, The Earth Resources Observation Systems Center, Sioux Falls, South Dakota, 57198, USA
| | | | - Xiaoping Zhou
- U.S. Department of Agriculture, Forest Service, Pacific Northwest Research Station, Portland, Oregon, 97208, USA
| | - Zhiliang Zhu
- U.S. Geological Survey, Reston, Virginia, 12201, USA
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16
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Differences in Human versus Lightning Fires between Urban and Rural Areas of the Boreal Forest in Interior Alaska. FORESTS 2017. [DOI: 10.3390/f8110422] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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