Using an object-based machine learning ensemble approach to upscale evapotranspiration measured from eddy covariance towers in a subtropical wetland
2022
Zhang, Caiyun, Brodylo, David, Rahman, Mizanur, Rahman, Md Atiqur, Douglas, Thomas A., Comas, Xavier
Land Surface Temperature , Emissivity, Evapotranspiration , Latent Heat Flux, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance
Using atmospheric observations to quantify annual biogenic carbon dioxide fluxes on the Alaska North Slope
2022
Schiferl, Luke D., Watts, Jennifer D., Larson, Erik J. L., Arndt, Kyle A., Biraud, Sebastien C., Euskirchen, Eugenie S., Goodrich, Jordan P., Henderson, John M., Kalhori, Aram, McKain, Kathryn, Mountain, Marikate E., Munger, J. William, Oechel, Walter C., Sweeney, Colm, Yi, Yonghong, Zona, Donatella, Commane, Roisin
Air Temperature, Alpine/Tundra, Solar Induced Fluorescence, Soil Temperature, Vegetation Cover, NET ECOSYSTEM CO2 EXCHANGE (NEE), Primary Production, Respiration Rate, Biogeochemical Cycles , Carbon , Atmospheric Carbon Dioxide, Boundary Layer Winds, Soil Respiration, Gross Primary Production (gpp), Wind Dynamics, Methane, Carbon Flux , Carbon , Soil Respiration, Permafrost , Atmospheric Carbon Monoxide , Upper Air Temperature, Humidity , Wind Speed , Land Use/Land Cover Classification , Forests, Reflectance , Dominant Species
ABoVE: TVPRM Simulated Net Ecosystem Exchange, Alaskan North Slope, 2008-2017 CARVE Modeled Gross Ecosystem CO2 Exchange and Respiration, Alaska, 2012-2014 CARVE: Net Ecosystem CO2 Exchange and Regional Carbon Budgets for Alaska, 2012-2014 CARVE: L4 Gridded Particle Trajectories for WRF-STILT model, 2012-2016 Soil Respiration Maps for the ABoVE Domain, 2016-2017 ABoVE: Level-4 WRF-STILT Particle Trajectories for Circumpolar Receptors, 2016-2019 ABoVE: Level-4 WRF-STILT Footprint Files for Circumpolar Receptors, 2016-2019 Gridded Winter Soil CO2 Flux Estimates for pan-Arctic and Boreal Regions, 2003-2100 ABoVE: Atmospheric Profiles of CO, CO2 and CH4 Concentrations from Arctic-CAP, 2017 CARVE: L4 Gridded Footprints from WRF-STILT model, 2012-2016 ABoVE: Landsat-derived Annual Dominant Land Cover Across ABoVE Core Domain, 1984-2014
Using camera trap bycatch data to assess habitat use and the influence of human activity on African elephants (Loxodonta africana) in Kasungu National Park ...
2022
Davis, Robert S., Gentle, Louise K., Mgoola, William O., Stone, Emma L., Uzal, Antonio, Yarnell, Richard W.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Using community science data to help identify threatened species occurrences outside of known ranges
2022
Lin, Hsien-Yung, Binley, Allison D., Schuster, Richard, Rodewald, Amanda D., Buxton, Rachel, Bennett, Joseph R.
Land Use/Land Cover Classification
Using Earth Observations and GLDAS Model to Monitor Water Budgets for River Basin Management
2022
Singha, Chiranjit, Swain, Kishore C.
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Ground Water
Using ensemble learning to take advantage of high-resolution radar backscatter in conjunction with surface features to disaggregate SMAP soil moisture product
2022
Karami, Ayoob, Moradi, Hamid Reza, Mousivand, Alijafar, van Dijk, Albert I. J. M., Renzullo, Luigi
Land Use/Land Cover Classification , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture, Brightness Temperature, SIGMA NAUGHT
Using existing infrastructures of high-speed railways for photovoltaic electricity generation
2022
Chen, Zhujun, Jiang, Mingkun, Qi, Lingfei, Wei, Wu, Yu, Ziyi, Wei, Wendong, Yu, Xinhai, Yan, Jinyue
Land Use/Land Cover Classification
Unprecedented fire activity above the Arctic Circle linked to rising temperatures
2022
Descals, Adria, Gaveau, David L. A., Verger, Aleixandre, Sheil, Douglas, Naito, Daisuke, Penuelas, Josep
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Land Surface Temperature , Emissivity
Unraveling the Multiple Drivers of Greening-Browning and Leaf Area Variability in a Socioeconomically Sensitive Drought-Prone Region
2022
Bageshree, K., Abhishek, Kinouchi, Tsuyoshi
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Vorhersage von hydrologischen Abflusskennwerten in unbeobachteten Einzugsgebieten mit Machine Learning
2022
Klingler, Christoph, Feigl, Moritz, Borgwardt, Florian, Seliger, Carina, Schmutz, Stefan, Herrnegger, Mathew
Land Use/Land Cover Classification , Reflectance , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM) , Soil Depth, Sediments
Vulnerability of Denman Glacier to ocean heat flux revealed by profiling float observations
2022
van Wijk, Esmee M., Rintoul, Stephen R., Wallace, Luke O., Ribeiro, Natalia, HerraizBorreguero, Laura
Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation
Vulnerability to the urban heat islands effect in the Global North and the Global South: assessment of the drivers and mitigation strategies
2022
Sadik-Zada, Elkhan Richard, Gatto, Andrea
Boundaries, Sustainability , Land Surface Temperature , Natural Hazards , Infrastructure , Land Use/Land Cover
Vegetation recovery and recent degradation in different karst landforms
2022
He, Yuanhuizi, Wang, Li, Niu, Zheng, Nath, Biswajit
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Vegetation response to soil moisture and groundwater in west-central
2022
Suzuki, Ryotaro, Higuchi, Atsushi
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Virtual laboratory for understanding impact of heterogeneity on ecohydrologic processes across scales
2022
Wang, Kunxuan, Kumar, Praveen
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Biomass, Carbon , Atmospheric Carbon Dioxide, Nitrogen Compounds, Longwave Radiation, Shortwave Radiation, Air Temperature, Precipitation Amount, Agricultural Lands, Land Use/Land Cover Classification , Soil Chemistry, Soil Classification, Discharge, Soil Depth, Soil Moisture/Water Content , Albedo , Respiration Rate, Atmospheric Water Vapor, Runoff , Biogeochemical Cycles , Plant Characteristics, Phosphorus, Nutrients , Nitrogen, Wind Speed , Humidity , Surface Temperature , Shortwave Downward Irradiance
Vegetation greening and climate change promote an increase in evapotranspiration across Siberia
2022
Shi, Shangyu, Wang, Ping, Yu, Jingjie
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
Vegetation impact on atmospheric moisture transport under increasing land-ocean temperature contrasts
2022
Makarieva, Anastassia M., Nefiodov, Andrei V., Nobre, Antonio Donato, Sheil, Douglas, Nobre, Paulo, Pokorny, Jan, Hesslerova, Petra, Li, Bai-Lian
Land Use/Land Cover Classification , Land Use Classes, Vegetation Cover, Albedo
Warming does not delay the start of autumnal leaf coloration but slows its progress rate
2022
Jiang, Nan, Shen, Miaogen, Ciais, Philippe, Campioli, Matteo, Penuelas, Josep, Korner, Christian, Cao, Ruyin, Piao, Shilong, Liu, Licong, Wang, Shiping, Liang, Eryuan, Delpierre, Nicolas, Soudani, Kamel, Rao, Yuhan, Montagnani, Leonardo, Hortnagl, Lukas, PaulLimoges, Eugenie, Myneni, Ranga, Wohlfahrt, Georg, Fu, Yongshuo, Sigut, Ladislav, Varlagin, Andrej, Chen, Jin, Tang, Yanhong, Zhao, Wenwu
Land Use/Land Cover Classification , Reflectance , Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index
Warming soil temperature and increasing baseflow in response to recent and potential future climate change across northern Manitoba, Canada
2022
Lilhare, Rajtantra, Dery, Stephen J., Stadnyk, Tricia A., Pokorny, Scott, Koenig, Kristina A.
Precipitation Rate , Photosynthetically Active Radiation , Surface Winds , Water Vapor, Air Temperature, Net Radiation, Heat Flux, Atmospheric Carbon Dioxide, Soil Temperature
Warming weakens the night-time barrier to global fire
2022
Balch, Jennifer K., Abatzoglou, John T., Joseph, Maxwell B., Koontz, Michael J., Mahood, Adam L., McGlinchy, Joseph, Cattau, Megan E., Williams, A. Park
Land Use/Land Cover Classification
Warming, increase in precipitation, and irrigation enhance greening in High Mountain Asia
2022
Maina, Fadji Zaouna, Kumar, Sujay V., Albergel, Clement, Mahanama, Sarith P.
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Snow Cover , Snow Cover
Vegetation canopy height estimation in dynamic tropical landscapes with
2022
Schlund, Michael, Wenzel, Arne, Camarretta, Nicolo, Stiegler, Christian, Erasmi, Stefan
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height
Vegetation clumping modulates global photosynthesis through adjusting
2022
Li, Fa, Hao, Dalei, Zhu, Qing, Yuan, Kunxiaojia, Braghiere, Renato K., He, Liming, Luo, Xiangzhong, Wei, Shanshan, Riley, William J., Zeng, Yelu, Chen, Min
Land Use/Land Cover Classification
Unraveling the Relationship Between Tropical Storms and Agricultural Drought
2022
Song, J. Y., Abbaszadeh, P., Deb, P., Moradkhani, H.
Soil Moisture/Water Content , Root Zone Soil Moisture
Unravelling a 2300 year long sedimentary record of megathrust and intraslab earthquakes in proglacial Skilak Lake, south-central Alaska
2022
Praet, Nore, Van Daele, Maarten, Moernaut, Jasper, Mestdagh, Thomas, Vandorpe, Thomas, Jensen, Britta J. L., Witter, Robert C., Haeussler, Peter J., De Batist, Marc
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps