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Knowles JF, Bjarke NR, Badger AM, Berkelhammer M, Biederman JA, Blanken PD, Bretfeld M, Burns SP, Ewers BE, Frank JM, Hicke JA, Lestak L, Livneh B, Reed DE, Scott RL, Molotch NP. Bark beetle impacts on forest evapotranspiration and its partitioning. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 880:163260. [PMID: 37028665 DOI: 10.1016/j.scitotenv.2023.163260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 03/10/2023] [Accepted: 03/31/2023] [Indexed: 05/27/2023]
Abstract
Insect outbreaks affect forest structure and function and represent a major category of forest disturbance globally. However, the resulting impacts on evapotranspiration (ET), and especially hydrological partitioning between the abiotic (evaporation) and biotic (transpiration) components of total ET, are not well constrained. As a result, we combined remote sensing, eddy covariance, and hydrological modeling approaches to determine the effects of bark beetle outbreak on ET and its partitioning at multiple scales throughout the Southern Rocky Mountain Ecoregion (SRME), USA. At the eddy covariance measurement scale, 85 % of the forest was affected by beetles, and water year ET as a fraction of precipitation (P) decreased by 30 % relative to a control site, with 31 % greater reductions in growing season transpiration relative to total ET. At the ecoregion scale, satellite remote sensing masked to areas of >80 % tree mortality showed corresponding ET/P reductions of 9-15 % that occurred 6-8 years post-disturbance, and indicated that the majority of the total reduction occurred during the growing season; the Variable Infiltration Capacity hydrological model showed an associated 9-18 % increase in the ecoregion runoff ratio. Long-term (16-18 year) ET and vegetation mortality datasets extend the length of previously published analyses and allowed for clear characterization of the forest recovery period. During that time, transpiration recovery outpaced total ET recovery, which was lagged in part due to persistently reduced winter sublimation, and there was associated evidence of increasing late summer vegetation moisture stress. Overall, comparison of three independent methods and two partitioning approaches demonstrated a net negative impact of bark beetles on ET, and a relatively greater negative impact on transpiration, following bark beetle outbreak in the SRME.
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Affiliation(s)
- John F Knowles
- Department of Earth and Environmental Sciences, California State University, Chico, CA, USA.
| | - Nels R Bjarke
- Department of Civil, Environmental and Architectural Engineering, University of Colorado Boulder, Boulder, CO, USA
| | - Andrew M Badger
- Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, CO, USA
| | - Max Berkelhammer
- Department of Earth and Environmental Sciences, University of Illinois Chicago, Chicago, IL, USA
| | - Joel A Biederman
- Southwest Watershed Research Center, USDA Agricultural Research Service, Tucson, AZ, USA
| | - Peter D Blanken
- Department of Geography, University of Colorado Boulder, Boulder, CO, USA
| | - Mario Bretfeld
- Department of Ecology, Evolution, and Organismal Biology, Kennesaw State University, Kennesaw, GA, USA
| | - Sean P Burns
- Department of Geography, University of Colorado Boulder, Boulder, CO, USA; National Center for Atmospheric Research, Boulder, CO, USA
| | - Brent E Ewers
- Department of Botany and Program in Ecology, University of Wyoming, Laramie, WY, USA
| | - John M Frank
- Rocky Mountain Research Station, USDA Forest Service, Fort Collins, CO, USA
| | - Jeffrey A Hicke
- Department of Earth and Spatial Sciences, University of Idaho, Moscow, ID, USA
| | - Leanne Lestak
- Institute of Arctic and Alpine Research, University of Colorado Boulder, Boulder, CO, USA
| | - Ben Livneh
- Department of Civil, Environmental and Architectural Engineering, University of Colorado Boulder, Boulder, CO, USA; Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, CO, USA
| | - David E Reed
- Environmental Science, University of Science and Arts of Oklahoma, Chickasha, OK, USA
| | - Russell L Scott
- Southwest Watershed Research Center, USDA Agricultural Research Service, Tucson, AZ, USA
| | - Noah P Molotch
- Institute of Arctic and Alpine Research, University of Colorado Boulder, Boulder, CO, USA
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2
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Knowles JF, Scott RL, Biederman JA, Blanken PD, Burns SP, Dore S, Kolb TE, Litvak ME, Barron-Gafford GA. Montane forest productivity across a semiarid climatic gradient. GLOBAL CHANGE BIOLOGY 2020; 26:6945-6958. [PMID: 32886444 DOI: 10.1111/gcb.15335] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 08/18/2020] [Accepted: 08/20/2020] [Indexed: 06/11/2023]
Abstract
High-elevation montane forests are disproportionately important to carbon sequestration in semiarid climates where low elevations are dry and characterized by low carbon density ecosystems. However, these ecosystems are increasingly threatened by climate change with seasonal implications for photosynthesis and forest growth. As a result, we leveraged eddy covariance data from six evergreen conifer forest sites in the semiarid western United States to extrapolate the status of carbon sequestration within a framework of projected warming and drying. At colder locations, the seasonal evolution of gross primary productivity (GPP) was characterized by a single broad maximum during the summer that corresponded to snow melt-derived moisture and a transition from winter dormancy to spring activity. Conversely, winter dormancy was transient at warmer locations, and GPP was responsive to both winter and summer precipitation such that two distinct GPP maxima were separated by a period of foresummer drought. This resulted in a predictable sequence of primary limiting factors to GPP beginning with air temperature in winter and proceeding to moisture and leaf area during the summer. Due to counteracting winter (positive) and summer (negative) GPP responses to warming, leaf area index and moisture availability were the best predictors of annual GPP differences across sites. Overall, mean annual GPP was greatest at the warmest site due to persistent vegetation photosynthetic activity throughout the winter. These results indicate that the trajectory of this region's carbon sequestration will be sensitive to reduced or delayed summer precipitation, especially if coupled to snow drought and earlier soil moisture recession, but summer precipitation changes remain highly uncertain. Given the demonstrated potential for seasonally offsetting responses to warming, we project that decadal semiarid montane forest carbon sequestration will remain relatively stable in the absence of severe disturbance.
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Affiliation(s)
- John F Knowles
- Southwest Watershed Research Center, USDA Agricultural Research Service, Tucson, AZ, USA
- School of Geography, Development & Environment, University of Arizona, Tucson, AZ, USA
| | - Russell L Scott
- Southwest Watershed Research Center, USDA Agricultural Research Service, Tucson, AZ, USA
| | - Joel A Biederman
- Southwest Watershed Research Center, USDA Agricultural Research Service, Tucson, AZ, USA
| | - Peter D Blanken
- Department of Geography, University of Colorado Boulder, Boulder, CO, USA
| | - Sean P Burns
- Department of Geography, University of Colorado Boulder, Boulder, CO, USA
- National Center for Atmospheric Research, Boulder, CO, USA
| | - Sabina Dore
- School of Forestry, Northern Arizona University, Flagstaff, AZ, USA
| | - Thomas E Kolb
- School of Forestry, Northern Arizona University, Flagstaff, AZ, USA
| | - Marcy E Litvak
- Department of Biology, University of New Mexico, Albuquerque, NM, USA
| | - Greg A Barron-Gafford
- School of Geography, Development & Environment, University of Arizona, Tucson, AZ, USA
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3
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Chen C, Li D, Li Y, Piao S, Wang X, Huang M, Gentine P, Nemani RR, Myneni RB. Biophysical impacts of Earth greening largely controlled by aerodynamic resistance. SCIENCE ADVANCES 2020; 6:6/47/eabb1981. [PMID: 33219018 PMCID: PMC7679158 DOI: 10.1126/sciadv.abb1981] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Accepted: 10/07/2020] [Indexed: 05/19/2023]
Abstract
Satellite observations show widespread increasing trends of leaf area index (LAI), known as the Earth greening. However, the biophysical impacts of this greening on land surface temperature (LST) remain unclear. Here, we quantify the biophysical impacts of Earth greening on LST from 2000 to 2014 and disentangle the contributions of different factors using a physically based attribution model. We find that 93% of the global vegetated area shows negative sensitivity of LST to LAI increase at the annual scale, especially for semiarid woody vegetation. Further considering the LAI trends (P ≤ 0.1), 30% of the global vegetated area is cooled by these trends and 5% is warmed. Aerodynamic resistance is the dominant factor in controlling Earth greening's biophysical impacts: The increase in LAI produces a decrease in aerodynamic resistance, thereby favoring increased turbulent heat transfer between the land and the atmosphere, especially latent heat flux.
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Affiliation(s)
- Chi Chen
- Department of Earth and Environment, Boston University, Boston, MA 02215, USA.
| | - Dan Li
- Department of Earth and Environment, Boston University, Boston, MA 02215, USA.
| | - Yue Li
- Sino-French Institute for Earth System Science, College of Urban and Environmental Sciences, Peking University, Beijing 100871, China
| | - Shilong Piao
- Sino-French Institute for Earth System Science, College of Urban and Environmental Sciences, Peking University, Beijing 100871, China
| | - Xuhui Wang
- Sino-French Institute for Earth System Science, College of Urban and Environmental Sciences, Peking University, Beijing 100871, China
| | - Maoyi Huang
- Atmospheric Sciences and Global Change Division, Pacific Northwest National Laboratory, P.O. Box 999, Richland, WA 99352, USA
| | - Pierre Gentine
- Department of Earth and Environmental Engineering, Columbia University, New York, NY 10027, USA
| | | | - Ranga B Myneni
- Department of Earth and Environment, Boston University, Boston, MA 02215, USA
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4
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Upscaling from Instantaneous to Daily Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) for Satellite Products. REMOTE SENSING 2020. [DOI: 10.3390/rs12132083] [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
The fraction of absorbed photosynthetically active radiation (FAPAR) is an essential climate variable (ECV) widely used for various ecological and climate models. However, all the current FAPAR satellite products correspond to instantaneous FAPAR values acquired at the satellite transit time only, which cannot represent the variations in photosynthetic processes over the diurnal period. Most studies have directly used the instantaneous FAPAR as a reasonable approximation of the daily integrated value. However, clearly, FAPAR varies a lot according to the weather conditions and amount of incoming radiation. In this paper, a temporal upscaling method based on the cosine of the solar zenith angle (SZA) at local noon ( c o s ( S Z A n o o n ) ) is proposed for converting instantaneous FAPAR to daily integrated FAPAR. First, the diurnal variations in FAPAR were investigated using PROSAIL (a model of Leaf Optical Properties Spectra (PROSPECT) integrating a canopy radiative transfer model (Scattering from Arbitrarily Inclined Leaves, SAIL)) simulations with different leaf area index (LAI) values corresponding to different latitudes. It was found that the instantaneous black sky FAPAR at 09:30 AM provided a good approximation for the daily integrated black sky FAPAR; this gave the highest correlation (R2 = 0.995) and lowest Root Mean Square Error (RMSE = 0.013) among the instantaneous black sky FAPAR values observed at different times. Secondly, the difference between the instantaneous black sky FAPAR values acquired at different times and the daily integrated black sky FAPAR was analyzed; this could be accurately modelled using the cosine value of solar zenith angle at local noon ( c o s ( S Z A n o o n ) ) for a given vegetation scene. Therefore, a temporal upscaling method for typical satellite products was proposed using a cos(SZA)-based upscaling model. Finally, the proposed cos(SZA)-based upscaling model was validated using both the PROSAIL simulated data and the field measurements. The validated results indicated that the upscaled daily black sky FAPAR was highly consistent with the daily integrated black sky FAPAR, giving very high mean R2 values (0.998, 0.972), low RMSEs (0.007, 0.014), and low rMAEs (0.596%, 1.378%) for the simulations and the field measurements, respectively. Consequently, the cos(SZA)-based method performs well for upscaling the instantaneous black sky FAPAR to its daily value, which is a simple but extremely important approach for satellite remote sensing applications related to FAPAR.
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Li Y, Piao S, Chen A, Ciais P, Li LZX. Local and teleconnected temperature effects of afforestation and vegetation greening in China. Natl Sci Rev 2020; 7:897-912. [PMID: 34692111 PMCID: PMC8289082 DOI: 10.1093/nsr/nwz132] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Revised: 07/10/2019] [Accepted: 08/05/2019] [Indexed: 01/13/2023] Open
Abstract
Afforestation in China provides carbon sequestration and prevents soil erosion, but its remote impacts on climate in other regions via the coupling of forest energy fluxes with atmospheric circulation are largely unknown. Here, we prescribe inventory-based forest cover change and satellite-observed leaf area index from 1982 to 2011 in a coupled land-atmosphere model to simulate their biophysical climate effects. Both local and global surface air temperatures show a seasonal contrast in response to past vegetation cover expansion over China: a phenomenon we primarily attribute to a variation of seasonality of vegetation greening. A large cooling in spring results in concurrent decreases in geopotential height over China and zonal wind over Mongolia, causing a dipole structure in the upper troposphere over the Arctic. This accounts for ∼58% of simulated spring warming over the Russian Arctic and ∼61% of simulated spring cooling over the Canadian Artic. Our results imply that spring vegetation dynamics in China may affect climate in northern high latitudes.
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Affiliation(s)
- Yue Li
- Sino-French Institute for Earth System Science, College of Urban and Environmental Sciences, Peking University, Beijing 100871, China
| | - Shilong Piao
- Sino-French Institute for Earth System Science, College of Urban and Environmental Sciences, Peking University, Beijing 100871, China.,Key Laboratory of Alpine Ecology and Biodiversity, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing 100085, China.,Center for Excellence in Tibetan Earth Science, Chinese Academy of Sciences, Beijing 100085, China
| | - Anping Chen
- Department of Biology, Colorado State University, Fort Collins, CO 80523, USA
| | - Philippe Ciais
- Laboratoire des Sciences du Climat et de l'Environnement/Institut Pierre Simon Laplace, Commissariat à l'Énergie Atomique et aux Énergies Alternatives-CNRS-Université de Versailles Saint-Quentin, Université Paris-Saclay, F-91191 Gif-sur-Yvette, France
| | - Laurent Z X Li
- Laboratoire de Météorologie Dynamique, Centre National de la Recherche Scientifique, Sorbonne Université, Ecole Normale Supérieure, Ecole Polytechnique, 75252 Paris, France
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6
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Prototyping of LAI and FPAR Retrievals from MODIS Multi-Angle Implementation of Atmospheric Correction (MAIAC) Data. REMOTE SENSING 2017. [DOI: 10.3390/rs9040370] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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7
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Understanding Forest Health with Remote Sensing -Part I—A Review of Spectral Traits, Processes and Remote-Sensing Characteristics. REMOTE SENSING 2016. [DOI: 10.3390/rs8121029] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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8
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Inter-Comparison and Evaluation of the Global LAI Product (LAI3g) and the Regional LAI Product (GGRS-LAI) over the Area of Kazakhstan. REMOTE SENSING 2015. [DOI: 10.3390/rs70403760] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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9
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Armitage JM, Ginevan ME, Hewitt A, Ross JH, Watkins DK, Solomon KR. Environmental fate and dietary exposures of humans to TCDD as a result of the spraying of Agent Orange in upland forests of Vietnam. THE SCIENCE OF THE TOTAL ENVIRONMENT 2015; 506-507:621-630. [PMID: 25433383 DOI: 10.1016/j.scitotenv.2014.11.026] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2014] [Revised: 10/20/2014] [Accepted: 11/05/2014] [Indexed: 06/04/2023]
Abstract
The fate and transport of 2,3,7,8-tetrachloro-p-dibenzodioxin (TCDD) released into the environment of South Vietnam (SVN) as a consequence of the aerial application of the herbicidal defoliant Agent Orange (AO) were simulated for a generic upland forest scenario and followed over a 50-year period (1965, 1968 and 1970 onwards). Modeled concentrations of TCDD in the environment were then used as inputs to a human exposure model, which focused on long-term exposures via the food chain. Intake rates and body burdens of TCDD were estimated for adult males over the course of the simulation period and compared to available biomonitoring data. One of the most important factors determining the magnitude of the simulated human exposure to TCDD was the fraction of the chemical deposited directly to soil (where it was assumed to have a degradation half-life of 10 or 15years) relative to the fraction assumed to remain on/in the forest canopy following the spray application (where it was assumed to have a degradation half-life of ≤48h). The simulated body burdens under the various scenarios considered were broadly consistent with the biomonitoring data from SVN collected in the mid-1980s to late 1990s. Taken together, the modeling results and empirical data suggest that highly elevated exposures to TCDD (i.e., body burdens in the several 100s of pg/g lipid range and greater) were not common among people inhabiting upland forest locations in SVN sprayed with AO and that peak and average body burdens were broadly similar to those of the general population of the U.S. in the 1970s and early 1980s. The model-based assessment is consistent with the 'hot spot' hypothesis i.e., potential exposures to TCDD linked to activities conducted on or near former bases where AO was stored are greater than potential exposures in areas subjected to aerial spraying.
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Affiliation(s)
- James M Armitage
- Department of Physical & Environmental Sciences, University of Toronto Scarborough, Toronto, ON M1C 1A4, Canada.
| | - Michael E Ginevan
- M.E. Ginevan & Associates, 307 Hamilton Ave, Silver Spring, MD 20901, USA
| | - Andrew Hewitt
- Centre for Pesticide Application and Safety, The University of Queensland, Gatton, QLD 4343, Australia; Lincoln University, Christchurch 7640, New Zealand; The University of Nebraska, North Platte, NE, USA
| | - John H Ross
- risksciences.net, LLC, 5150 Fair Oaks Blvd. #101-370, Carmichael, CA 95608, USA
| | - Deborah K Watkins
- M.E. Ginevan & Associates, 307 Hamilton Ave, Silver Spring, MD 20901, USA
| | - Keith R Solomon
- Centre for Toxicology, School of Environmental Sciences, University of Guelph, Guelph, ON N1G 2W1, Canada
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Ross JH, Hewitt A, Armitage J, Solomon K, Watkins DK, Ginevan ME. Handler, bystander and reentry exposure to TCDD from application of Agent Orange by C-123 aircraft during the Vietnam War. THE SCIENCE OF THE TOTAL ENVIRONMENT 2015; 505:514-525. [PMID: 25461054 DOI: 10.1016/j.scitotenv.2014.10.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2014] [Revised: 10/01/2014] [Accepted: 10/01/2014] [Indexed: 06/04/2023]
Abstract
Using validated models and methods routinely employed by pesticide regulatory agencies, the absorbed dosages of Agent Orange (AO) herbicide contaminant 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD) were estimated for mixer/loaders, applicators, and individuals in the vicinity of applications of AO by C-123 aircraft during the Vietnam War. Resulting dosages of TCDD were then transformed to estimates of adipose residues, and compared to population biomonitoring of known mixer/loaders and applicators as well as ground troops in Vietnam and civilians in the U.S. Results demonstrate that mixer/loaders and applicators had the greatest exposures and their measured residues of TCDD in adipose were consistent with the estimated exposures. Further, the potentially exposed ground troops, including those who could have been directly sprayed during aerial defoliation, had measured adipose residues that were consistent with those in civilian U.S. populations with no defined source of exposure exposures and both of those cohorts had orders of magnitude less exposure than the mixer/loaders or applicators. Despite the availability of validated exposure modeling methods for decades, the quantitative TCDD dose estimates presented here are the first of their kind for the Vietnam conflict.
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Affiliation(s)
- John H Ross
- risksciences.net, LLC, 5150 Fair Oaks Blvd. #101-370, Carmichael, CA 95608, United States.
| | - Andrew Hewitt
- Centre for Pesticide Application and Safety, The University of Queensland, Gatton QLD 4343, Australia; Lincoln University, Christchurch 7640, New Zealand; The University of Nebraska, North Platte, NE, United States
| | - James Armitage
- Department of Physical and Environmental Sciences, University of Toronto Scarborough, 1265 Military Trail, Toronto, ON M1C 1A4, Canada
| | - Keith Solomon
- Centre for Toxicology, School of Environmental Sciences, University of Guelph, Guelph, ON N1G 2W1, Canada
| | - Deborah K Watkins
- M.E. Ginevan & Associates, 307 Hamilton Ave., Silver Spring, MD 20901, USA
| | - Michael E Ginevan
- M.E. Ginevan & Associates, 307 Hamilton Ave., Silver Spring, MD 20901, USA
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11
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Angular Dependency of Hyperspectral Measurements over Wheat Characterized by a Novel UAV Based Goniometer. REMOTE SENSING 2015. [DOI: 10.3390/rs70100725] [Citation(s) in RCA: 88] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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12
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Evaluation of CLM4 Solar Radiation Partitioning Scheme Using Remote Sensing and Site Level FPAR Datasets. REMOTE SENSING 2013. [DOI: 10.3390/rs5062857] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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13
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Global Latitudinal-Asymmetric Vegetation Growth Trends and Their Driving Mechanisms: 1982–2009. REMOTE SENSING 2013. [DOI: 10.3390/rs5031484] [Citation(s) in RCA: 101] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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14
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Twine TE, Kucharik CJ. Evaluating a terrestrial ecosystem model with satellite information of greenness. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jg000599] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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15
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Garrigues S, Lacaze R, Baret F, Morisette JT, Weiss M, Nickeson JE, Fernandes R, Plummer S, Shabanov NV, Myneni RB, Knyazikhin Y, Yang W. Validation and intercomparison of global Leaf Area Index products derived from remote sensing data. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jg000635] [Citation(s) in RCA: 314] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- S. Garrigues
- Earth System Science Interdisciplinary Center; University of Maryland, NASA Goddard Space Flight Center; Greenbelt Maryland USA
| | - R. Lacaze
- POSTEL Service Center/MEDIAS-France; Toulouse France
| | - F. Baret
- INRA-EMMAH, UMR 1114; Avignon France
| | | | - M. Weiss
- INRA-EMMAH, UMR 1114; Avignon France
| | - J. E. Nickeson
- INOVIM, NASA Goddard Space Flight Center; Greenbelt Maryland USA
| | - R. Fernandes
- Canada Centre for Remote Sensing; Ottawa, Ontario Canada
| | - S. Plummer
- IGBP-European Space Agency; Frascatti Italy
| | - N. V. Shabanov
- Department of Geography and Environment; Boston University; Boston Massachusetts USA
| | - R. B. Myneni
- Department of Geography and Environment; Boston University; Boston Massachusetts USA
| | - Y. Knyazikhin
- Department of Geography and Environment; Boston University; Boston Massachusetts USA
| | - W. Yang
- Department of Geography and Environment; Boston University; Boston Massachusetts USA
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YANG F, ZHANG B, SONG KS, WANG ZM, YOU JC, LIU DW, XU JP. Hyperspectral Estimation of Corn Fraction of Photosynthetically Active Radiation. ACTA ACUST UNITED AC 2007. [DOI: 10.1016/s1671-2927(07)60161-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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17
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Lawrence PJ, Chase TN. Representing a new MODIS consistent land surface in the Community Land Model (CLM 3.0). ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2006jg000168] [Citation(s) in RCA: 379] [Impact Index Per Article: 21.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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18
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Senna MCA. Fraction of photosynthetically active radiation absorbed by Amazon tropical forest: A comparison of field measurements, modeling, and remote sensing. ACTA ACUST UNITED AC 2005. [DOI: 10.1029/2004jg000005] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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19
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Niu GY, Yang ZL. Effects of vegetation canopy processes on snow surface energy and mass balances. ACTA ACUST UNITED AC 2004. [DOI: 10.1029/2004jd004884] [Citation(s) in RCA: 153] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Guo-Yue Niu
- Department of Geological Sciences, John A. and Katherine G. Jackson School of Geosciences; University of Texas at Austin; Austin Texas USA
| | - Zong-Liang Yang
- Department of Geological Sciences, John A. and Katherine G. Jackson School of Geosciences; University of Texas at Austin; Austin Texas USA
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Tian Y. Impact of new land boundary conditions from Moderate Resolution Imaging Spectroradiometer (MODIS) data on the climatology of land surface variables. ACTA ACUST UNITED AC 2004. [DOI: 10.1029/2003jd004499] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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