Comparison of Deep Learning Models for LAI Simulation and Interpretable
2025
Yu, Junpo, Si, Yajun, Zhao, Wen, Zhou, Zeyu, Jin, Jiming, Yan, Wenjun, Shao, Xiangyu, Xu, Zhixiang, Gan, Junwei
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
Comparison of in Situ Plant Area Index and Remotely Sensed Leaf Area Index of Northeastern American Deciduous, Mixed, and Coniferous Forests for SMAPVEX19-22
2025
Cook, Christopher L., Bourgeau-Chavez, Laura, Bilt, Dorthea Vander, Miller, Mary Ellen, Kraatz, Simon, Cosh, Michael H., Kelly, Victoria R., Colliander, Andreas
Land Use/Land Cover Classification
Comparison of Machine Learning Algorithms for Simulating Brightness Temperature Using Data from the Tianjun Soil Moisture Observation Network
2025
Lv, Shaoning, Liu, Zixi, Wen, Jun
Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Normalized Difference Vegetation Index (NDVI) , Soil Classification, Soil Texture, Surface Roughness
Co-benefit of forestation on ozone air quality and carbon storage in South China
2025
Liu, Zehui, Zhou, Mi, Li, Danyang, Song, Tao, Yue, Xu, Lu, Xiao, Zhao, Yuanhong, Zhang, Lin
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Detection of fast-changing intra-seasonal vegetation dynamics of drylands using solar-induced chlorophyll fluorescence (SIF)
2025
Wen, Jiaming, Tagliabue, Giulia, Rossini, Micol, Fava, Francesco Pietro, Panigada, Cinzia, Merbold, Lutz, Leitner, Sonja, Sun, Ying
Longwave Radiation, Shortwave Radiation, Heat Flux, Liquid Precipitation, Snow/Ice , Geopotential Height, Altitude, Surface Temperature , Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Reflectance , Anisotropy, Land Use/Land Cover Classification , Solar Induced Fluorescence, Chlorophyll , Primary Production, Leaf Characteristics, Potential Vorticity, Vertical Profiles, Relative Humidity, Ozone Profiles
MERRA-2 tavg1_2d_lfo_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Forcings 0.625 x 0.5 degree V5.12.4 (M2T1NXLFO) MERRA-2 tavg1_2d_slv_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXSLV) MODIS/Terra+Aqua BRDF/Albedo Nadir BRDF-Adjusted Ref Daily L3 Global - 500m V061 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 0.05Deg CMG V061 High Resolution Global Contiguous SIF Estimates from OCO-2 SIF and MODIS, Version 2 MERRA-2 inst3_3d_asm_Np: 3d,3-Hourly,Instantaneous,Pressure-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I3NPASM)
Diatom shifts and limnological changes in a Siberian boreal lake: a multiproxy perspective on climate warming and anthropogenic air pollution
2025
Stieg, Amelie, Biskaborn, Boris K., Herzschuh, Ulrike, Marent, Andreas, Strauss, Jens, Wilhelms-Dick, Dorothee, Pestryakova, Luidmila A., Meyer, Hanno
Vegetation Cover, Land Use/Land Cover Classification
Differences and uncertainties in land-use CO2 flux estimates
2025
Obermeier, Wolfgang A., Schwingshackl, Clemens, Ganzenmuller, Raphael, Grassi, Giacomo, Heinrich, Viola, Luijkx, Ingrid T., Bastos, Ana, Ciais, Philippe, Sitch, Stephen, Pongratz, Julia
Biomass, Forests, Land Use/Land Cover Classification
Detecting oil palm plantations and mangroves overlooked by IGBP land-cover products with ground-truthing from the sky across Southeast Asia
2025
Myint, Yadanar Ye, Percival, Joseph Emile Honour, Kitajima, Kaoru
Land Use/Land Cover Classification
Estimating the impacts of increasing temperatures and the efficacy of
2025
Buster, Grant, Cox, Jordan, Benton, Brandon N., King, Ryan N.
Land Use/Land Cover Classification , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Land Surface Temperature , Emissivity
Estimating the variations and trends of surface skin temperature across the Indus River Basin
2025
Rani, Seema, Singh, Subhash, Singh, Jyotsna, Tiwari, Purushottam, Mal, Suraj
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Escalating risks of anomalously hotdry growing seasons in arid Northwest China under human influence
2025
Yu, Xiao-Jing, Dong, Si-Yan, Yu, Zhi-Xiang, Zheng, Jiang-Hua, Wang, Min-Zhong, Ma, Ping, Qiu, Hui, Wu, Xiu-Lan, Wang, Lei-Bin
Land Use/Land Cover Classification
ESD Ideas: Near-real-time preliminary detection of carbon dioxide source and sink areas using a Laplacian filter
2025
Savytska, Yana, Smolii, Viktor, Weitzel, Nils
Atmospheric Carbon Dioxide, Carbon Dioxide, Land Use/Land Cover Classification
Establishing Conservation Priorities for Reptiles in the South of the Pampas Ecoregion of Argentina
2025
Vera, David Gustavo, Jones, Sofia, Rolon, Melisa Celia Jazmin, Trofino Falasco, Clara, Tettamanti, German, Harkes, Micaela, Velasco, Melina Alicia, Berkunsky, Igor, Kacoliris, Federico Pablo, Di Pietro, Diego Omar
Land Use/Land Cover , Anthropogenic/Human Influenced Ecosystems , Sustainability
Estimating GPP in China using different site-level datasets, vegetation classification and vegetation indices
2025
Xu, Jiahui, Chen, Tiexi, Chen, Xin, Zhou, Shengjie, Gu, Zhe, Li, Wenhui, Cui, Yingying, Wang, Shengzhen, Liu, Shuci
Photosynthetically Active Radiation , Leaf Area Index (LAI) , Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance , Albedo , Anisotropy, Land Use/Land Cover Classification
Estimating landslide trigger factors using distributed lag nonlinear
2025
Sridharan, Aadityan, Thomas, Meerna, Gutjahr, Georg, Gopalan, Sundararaman
Reforestation, Terrestrial Ecosystems , Permafrost , Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Growth/Melt , Ice Roughness, Ice Temperature, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Reflectance , Sea Ice Motion , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice, Snow Cover , Landslides , Aeolian Landforms , Coastal Landforms , Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms , Land Use/Land Cover Classification , Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation , Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Roughness, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Sea Ice Motion , Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes , Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice
Estimating biomass consumption and carbon emissions by integrating GEDI
2025
Cui, Liang, Xu, Xitong, Chen, Shengbo
Land Use/Land Cover Classification , Biomass, Carbon , Forests
Estimating carbon fluxes over North America using a physics-constrained deep learning model
2025
Fan, Bin, Zhang, Hankui K., Li, Zhongbin B., Xiao, Jingfeng, Che, Xianghong, Liu, Zhihua, Camps-Valls, Gustau, Chen, Jing M.
Land Use/Land Cover Classification , Reflectance , Anisotropy
Estimating emissions of biogenic volatile organic compounds from urban green spaces and their contributions to secondary pollution
2025
Ma, Jinlong, Wang, Shuai, Chen, GuoChao, Zhu, Shengqiang, Wang, Peng, Chen, Jianmin, Zhang, Hongliang
Land Use/Land Cover Classification
Estimating global anthropogenic CO2 emissions through satellite observations
2025
He, Jia, Huang, Bo
Land Use/Land Cover Classification
Impact of Urbanization on Surface Temperature in Morocco: A Multi-City Comparative Study
2025
Lachkham, Mohamed Amine, Bounoua, Lahouari, Ed-dahmany, Noura, Yacoubi Khebiza, Mohammed
Land Use/Land Cover Classification
Impacts of Anthropogenic Climate Change and Vegetation Variations on Global Changes in Baseflow and Stormflow
2025
Tan, Xuejin, Tan, Xuezhi, Liu, Bingjun, Huang, Zeqin, Fu, Jianyu, Peng, Haibo, Zhang, Wenzhi
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Impacts of Typhoon-Induced Heavy Rainfall on the Dynamic of Particulate Organic Matter in a Semi Enclosed Bay With Multiple River Inputs
2025
Li, Shanshan, Liang, Shengkang, Yang, Yanqun, Xu, Zehao, Yu, Xihua, Zhang, Mingzheng, Li, Hongguan, Ma, Haoyang
Land Use/Land Cover Classification
Impacts of Vegetation Greening on Summer Mean and Extreme Land Surface
2025
Liu, Guoshuai, Wang, Weiguang, Chen, Zefeng
Land Use/Land Cover Classification , Emissivity, Land Surface Temperature
Increasing Cumulative Impacts of Droughts Under Climate Change Does Not Alter the Ecosystem Resilience in India
2025
Bejagam, Vijaykumar, Sharma, Ashutosh
Land Use/Land Cover Classification
Increasing global human exposure to wildland fires despite declining burned area
2025
Teymoor Seydi, Seyd, Abatzoglou, John T., Jones, Matthew W., Kolden, Crystal A., Filippelli, Gabriel, Hurteau, Matthew D., AghaKouchak, Amir, Luce, Charles H., Miao, Chiyuan, Sadegh, Mojtaba
Land Use/Land Cover Classification , Reflectance