Harnessing Deep Learning for Dual Gains in S2SScale Soil Moisture Forecasting and Flash Drought Mechanisms
2026
Yang, Guibin, Chang, Jianxia, Zhang, Lu, Kam, Jonghun, Zheng, Yi, Wang, Yimin, Guo, Aijun, Hussain, Arif, Liu, Anqi
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Heat requirement, not warming, governs the urbanrural disparity in spring phenology advancement
2026
He, Can, Wang, Xiaoyue, Penuelas, Josep, Zhang, Xuezhen, Wu, Chaoyang
Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification , Reflectance , Albedo , Anisotropy, Shortwave Radiation
Historical baselines reveal suitable conservation landscapes for Javan and Sumatran rhinoceros
2026
Granger, Matthew, Long, Barney, Hudson, Michael A., Barnes, Paul A., Hansford, James P., Brook, Sarah M., Groenenberg, Milou, Sharma, Amit, Mahmud, Rois, Khairani, Kurnia Oktavia, Sectionov, Steinmetz, Robert, Tu, I-Ting, Ma, Heidi, Turvey, Samuel T.
Land Use/Land Cover , Anthropogenic/Human Influenced Ecosystems , Sustainability
Global daily 9 km remotely sensed soil moisture (20152025) with microwave radiative transfer-guided learning
2026
Feng, Sijia, Li, Aoyang, Zhou, Rui, Butterbach-Bahl, Klaus, Guan, Kaiyu, Jin, Zhenong, Looms, Majken C., Wang, Sherrie, Igel, Christian, Treat, Claire, Olesen, Jrgen Eivind, Wang, Sheng
Brightness Temperature, Surface Soil Moisture, Air Temperature, Soil Moisture/Water Content , Soil Temperature, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Impact of Reoptimization Frequency on Dynamic Adaptation of Reservoir Control Policies under Climate Change
2026
Sunkara, Sai Veena, Herman, Jonathan D.
Forest Composition/Vegetation Structure, Land Use/Land Cover Classification
Impact of land-use change on ecosystem services in Africa's Great Green
2026
Wang, Yizhuo, Scott, Catherine E., Dallimer, Martin
Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Evapotranspiration , Latent Heat Flux, Topographical Relief Maps, Terrain Elevation , Digital Elevation/Terrain Model (DEM)
Impact of niche shift on the spread of
Aedes aegypti
(Diptera: Culicidae) to and within Japan
2026
Yang, Chao, Komagata, Osamu, Kasai, Shinji, Higa, Yukiko
Population Estimates, Socioeconomics , Land Use/Land Cover
Global uncertainty assessment of vegetation indices from NASA's
2026
Zhou, Qiang, Neigh, Christopher S.R., Ju, Junchang, Wooten, Margaret, Zhu, Zhe, Miura, Tomoaki, Campbell, Petya K.E., Sridhar, Madhu K., Baker, Bradley W., Leite, Rodrigo V.
Reflectance , Vegetation Index , Normalized Difference Vegetation Index (NDVI) , Enhanced Vegetation Index (EVI)
Hydropedological clustering: improving the representation of low
2026
Gimeno, Fernando, Zambrano-Bigiarini, Mauricio, Alvarez-Garreton, Camila, Galleguillos, Mauricio
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
Human pressure and biodiversity modify forest resilience after extreme multi-year droughts
2026
Wu, Tianjing, Liu, Yanxu, Chen, Liangzhi, Fu, Zheng, Fu, Bojie, Li, Yan, Wu, Xutong, Ding, Jingyi, Li, Changjia, Wang, Shuai, Zhao, Wenwu, Gessler, Arthur
Vegetation Index, Normalized Difference Vegetation Index (NDVI), Carbon , Cation Exchange Capacity, Organic Matter
Humans, shrublands and fires are affecting an endangered wolf population
2026
Hipolito, Dario, Figueiredo, Ana M., Ferreira, Eduardo, Barros, Tania, Kusak, Josip, Fonseca, Carlos, Torres, Rita T.
Land Use/Land Cover , Anthropogenic/Human Influenced Ecosystems
Hurricane-triggered cascading hazards: Geomorphic responses and flood hazard dynamics in a tropical mountain region
2026
Jimenez Donato, Yenny Alejandra, Restrepo, Carla, Ballesteros-Canovas, Juan A., Munoz-Torrero Manchado, Alberto, Avila Mora, Miguel Antonio, Catalan Armas, Michelle, Stoffel, Markus
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
Holocene evolution of Saharan vegetation revealed by paleoclimate simulations and machine learning
2026
Hao, Guangyao, Sun, Weiyi, Liu, Jian, Chen, Deliang, Ning, Liang, Shen, Cheng, Lu, Bo, Zhang, Xiao, Lu, Guonian
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Hybrid MCDMIsolation Forest approach for spatiotemporal landslide mapping
2026
Jiang, Bingqi, Wang, Shouwu, Han, Chunhua, Meng, Jingkai, Wang, Lida
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps, Land Use/Land Cover Classification
Hotspots of timber species declines in Nigeria: evidence from species distribution models under climate and land use change
2026
Munder, Nina, Fremout, Tobias, Bello, Abubakar, Oluoch, Wyclife Agumba, Schmitt, Christine B., Muellner-Riehl, Alexandra N., Vidal Junior, Joao de Deus
Land Use/Land Cover Classification , Land Use/Land Cover Classification , Urban Lands
Geospatially-Aware Multi-Modal Fusion for Satellite Image Manipulation Detection
2026
Chapman, Matthew W, Tewkesbury, Andrew, Boyd, Doreen S, Obara, Boguslaw, Bhowmik, Deepayan
Land Use/Land Cover Classification
Global Mercury Emissions from Open Biomass Burning Estimated Using a Mass-Balance Approach
2026
Shen, Yuzhe, Chen, Long, Wang, Danyu, Chen, Qinzheng, Zhou, Qi, Huang, Ye, Du, Wei, Chen, Yuanchen, Yang, Yi
Biomass, Forests, Grasslands, Alpine/Tundra, Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover
Global near real-time 500 m 10 d FPAR dataset from MODIS and VIIRS for operational agricultural monitoring and crop yield forecasting
2026
Seguini, Lorenzo, Klisch, Anja, Meroni, Michele, Vrieling, Anton, Manfron, Giacinto, Atzberger, Clement, Rembold, Felix
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
Global retrieval of harmonized microwave land surface emissivity
2026
Hu, Jiheng, Li, Rui, Zhang, Peng, Wang, Yu, Wu, Shengli, Letu, Husi, Weng, Fuzhong
Precipitation , Rain, Precipitation Amount, Precipitation Rate , Snow, Atmospheric Water Vapor, Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Snow Cover
Exploring the potential of Harmonized Landsat-Sentinel-2 in predicting boreal forest structure from UAV-LiDAR data in Northwestern America
2026
Enguehard, Lea, Kruse, Stefan, Hansch, Ronny, Herzschuh, Ulrike, Panda, Santosh, Heim, Birgit
Vegetation Cover, Forests, Canopy Characteristics, Land Use/Land Cover Classification , Alpine/Tundra, Reflectance , Dominant Species, Plant Phenological Changes, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Evergreen Vegetation, Vegetation Index
FRIDA-Clim v1. 0.1: a simple climate model with process-based carbon cycle used in the integrated assessment model FRIDAv2. 1
2026
Wells, Christopher D., Ramme, Lennart, Smith, Chris, Breier, Jannes, Muralidhar, Adakudlu, Li, Chao, Gjermundsen, Ada, Schoenberg, William Alexander, Blanz, Benjamin, Mauritzen, Cecilie
Forests, Plant Phenological Changes, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Evergreen Vegetation, Vegetation Index
From Descriptors to Decisions: Structuring the Libyan National Land Cover Reference System with Land Cover Meta Language
2026
Nwer, Bashir, Dadhich, Gautam, Alkasih, Akram, Maki, Abdourahman, Mushtaq, Fatima
Land Use/Land Cover Classification
From disagreement to consistency: Evaluating and fusing multi-source land cover products for reliable mapping in mountainous Southwest China
2026
Li, Wenqing, Li, Jin, Wu, Fengwen, Zhang, Zhiming, Chen, Jiahui
Land Use/Land Cover , Anthropogenic/Human Influenced Ecosystems , Sustainability
Family imprint reveals basin-wide patterns of Amazon forest embolism resistance
2026
Tavares, Julia Valentim, Gloor, Emanuel, Silva, Thiago S. F., Oliveira, Rafael S., Coelho de Souza, Fernanda, Signori-Muller, Caroline, Diniz, Francisco Carvalho, Pereira, Luciano, Acosta, Martin, Gilpin, Martin, Marca Zevallos, Manuel J., Salas Yupayccana, Carlos A., Perez-Mullisaca, Flor M., Jancoski, Halina, Scalon, Marina Correa, Schwantes Marimon, Beatriz, Marimon Junior, Ben Hur, Malhi, Yadvinder, Oliveras Menor, Imma, Rowland, Lucy, Meir, Patrick, Bittencourt, Paulo, Carlos Lola da Costa, Antonio, Santos, Joao Antonio R., Teixeira de Oliveira, Renata, Esquivel-Muelbert, Adriane, Alvarez-Davila, Esteban, Alexiades, Miguel N., de Oliveira, Edmar Almeida, Andrade, Ana, Aragao, Luiz, Araujo-Murakami, Alejandro, Arroyo, Luzmila, Aymard, Gerardo, Barroso, Jorcely G., Bonal, Damien, Brienen, Roel, Ceron, Carlos, Camargo, Jose Luis, Silva, Richarlly, Castro, Wendeson, Chave, Jerome, Comiskey, James, Daly, Douglas C., Derroire, Geraldine, Disney, Mathias, Dourdain, Aurelie, Fauset, Sophie, Feldpausch, Ted, Flores Llampazo, Gerardo, Herault, Bruno, Hernandez, Lionel, Higuchi, Niro, Honorio Coronado, Euridice N., Jimenez-Rojas, Eliana, Kalamandeen, Michelle, Laurance, Susan, Laurance, William, Lewis, Simon, Lima, Antonio S., Monteagudo-Mendoza, Abel, Morandi, Paulo, NunezVargas, Percy, Neill, David, Palacios, Walter, Parada Gutierrez, Alexander, Pardo-Molina, Guido, Penuela-Mora, Maria Cristina, Pitman, Nigel, Rojas, Rocio, Prieto, Adriana, Rejou-Mechain, Maxime, Ramirez-Angulo, Hirma, Cerruto Ribeiro, Sabina, Ruokolainen, Kalle, Salomao, Rafael P., Serrano, Julio, Sierra, Rodrigo, Ruschel, Ademir R., Silveira, Marcos, ter Steege, Hans, Terborgh, John, Valenzuela Gamarra, Luis, Vasquez Martinez, Rodolfo, Vieira, Ima, Vilanova Torre, Emilio, Vos, Vincent A., Wang, Ophelia, Young, Kenneth, Muscarella, Robert, Dexter, Kyle G., Baker, Timothy R., Phillips, Oliver L., Mencuccini, Maurizio, Galbraith, David
Wetlands , Land Use/Land Cover Classification , Inundation
Forest aboveground biomass in the southwestern US from MISR and GEDI:
2026
Chopping, Mark J., Wang, Zhuosen, Schaaf, Crystal B., Bull, Michael
Terrestrial Ecosystems , LIDAR WAVEFORM, Biomass, Canopy Characteristics, Vegetation Cover, Droughts , Land Use/Land Cover , Litter Characteristics, Forests, Carbon
GEDI L4B Gridded Aboveground Biomass Density, Version 2.1 CMS: LiDAR-derived Biomass, Canopy Height and Cover, Sonoma County, California, 2013 CMS: LiDAR Biomass Improved for High Biomass Forests, Sonoma County, CA, USA, 2013 CMS: Forest Carbon Stocks, Emissions, and Net Flux for the Conterminous US: 2005-2010 LiDAR-Derived Aboveground Biomass and Uncertainty for California Forests, 2005-2014 NACP Aboveground Biomass and Carbon Baseline Data, V.2 (NBCD 2000), U.S.A., 2000