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)
Harnessing nature-based solutions in modified tropical peatland to
2026
Pinondang, Irene M. R., Deere, Nicolas J., Seaman, Dave J. I., Sanders, Bradford M., Pereira, John, Struebig, Matthew J.
Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation , Lidar, Topography , Vegetation Height
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
High Spatial Resolution Ensemble Species Distribution Modeling of
Rhodnius prolixus
, Vector of Chagas Disease, in Western Venezuela
2026
Gao, Yan, Anez, Nestor, Chaves, Luis Fernando
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Population Size
Heterogeneity, Productivity, and Migration Drive Continental Evenness
2026
Gilbert, Neil A., Queally, Natalie, Cooper, Jacob C., Eyster, Harold N., Williams, Peter J.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Heterogeneous climate impacts on spring phenology of China's wetlands
2026
Feng, Kaidong, Mao, Dehua, Xu, Xiaofeng, Pu, Haiguang, Wang, Ming, Wang, Duanrui, Xing, Zihan, Jiang, Xiapeng, Qin, Ying, Xiang, Hengxing, Wang, Zongming, Van de Voorde, Tim
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology
Growing Under the Green Great Wall: Agricultural Impacts of the People's Republic of China's Three-North Shelterbelt Program
2026
GAO, JINGYU, XU, MINGZHI JIMMY, ZHAO, XIANGRUI
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Gross Primary Production Estimation of the Leningrad Region Ecosystem Based on OCO-2 Satellite Data
2026
Foka, S. C., Makarova, M. V., Abakumov, E. V., Ionov, D. V.
Atmospheric Carbon Dioxide, Solar Induced Fluorescence
Global daily 1 km gapless XCO2 (20032023) derived from multi-satellite observations and a spatiotemporal deep learning framework
2026
Wang, Jiawei
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
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
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)
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
Human amplification of climate-induced greenhouse gas emissions from global small water bodies
2026
Zhuang, Xuliang, Liu, Xiaoxuan, Xu, Shengjun, Wang, Xu, Shah, Aamer Ali, Wang, Lei, Wu, Shanghua, Jiang, Cancan, Ouyang, Zhiyun, Piao, Shilong
Photosynthesis, Primary Production, Vegetation Productivity
Human contributions to evapotranspiration mitigate swings in dry-to-wet year transitions
2026
Pierrat, Zoe Amie, Gustine, Rebecca N., Boser, Anna, Ruehr, Sophie, Lee, Christine M., Reager, J. T., Cawse-Nicholson, Kerry
Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index , Geopotential Height, Surface Pressure, Shortwave Radiation, Surface Temperature , Humidity , Convection, Surface Winds , Rain , Land Surface Temperature
High-resolution maize yield mapping across Africa using earth observation and machine learning, deep learning, and foundation model
2026
Halder, Krishnagopal, Ewert, Frank, Ghosh, Anitabha, Muduchuru, Kaushik, Sweet, Lily-belle, Elshawi, Radwa, Timko, Jan, Zheng, Wenhi, Alsafadi, Karam, Zhao, Gang, Maerker, Michael, Singh, Manmeet, Guoging, Lei, Gaiser, Thomas, Behrend, Dominik, Shi, Yue, Han, Liangxiu, Ryo, Masahiro, Srivastava, Amit Kumar
Crop/Plant Yields, Landscape Patterns, Cropland
High-spatial-resolution gross primary production estimation from
2026
De Clerck, Emma, Reyes-Munoz, Pablo, Prikaziuk, Egor, D.Kovacs, David, Verrelst, Jochem
Photosynthesis, Primary Production, Vegetation Productivity
Higher tree diversity reduces the likelihood of Amazon tipping points
2026
Van Passel, Johanna, Van Meerbeek, Koenraad, Bernardino, Paulo Negri, De Keersmaecker, Wanda, Lhermitte, Stef, Rius, Bianca Fazio, Somers, Ben
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Albedo , Anisotropy, Reflectance , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Host Community Traits Driving Crimean-Congo Hemorrhagic Fever Virus
2026
Xavier, Patricia, Perello, Alberto, Luque-Castro, Victor, Relimpio, David, Barroso, Patricia, Almeida, Virgilio, de la Fuente, Jose, Balseiro, Ana, Ruiz-Fons, Francisco, Gortazar, Christian
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature
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
Environmental conditions drive both spatial and temporal changes in Spanish rural land systems
2026
Roces-Diaz, Jose V., Garcia-Candanedo, Lucia, Ordonez, Celestino, Colina-Vuelta, Arturo, Garcia-Hernandez, Cristina, Reyes, Otilia, Suarez-Seoane, Susana
Photosynthesis, Primary Production, Vegetation Productivity
Environmental Degradation in Iraq: Attribution of Climatic Change and
2026
Alqaraghuli, Akram, North, Peter, Bye, Iain, Rosette, Jacqueline, Los, Sietse
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration , Latent Heat Flux, Land Surface Temperature , Emissivity
Environmental drivers of genetic diversity and connectivity in a mountain ungulate across the European and Dinaric Alps
2026
Roques, Julie, Leugger, Flurin, Buzan, Elena, Corlatti, Luca, Crestanello, Barbara, Garel, Mathieu, Hauffe, Heidi Christine, Roleckova, Barbora, Sprem, Nikica, Pellissier, Loic, Yannic, Glenn
Land Use/Land Cover , Anthropogenic/Human Influenced Ecosystems , Sustainability
Environmental dynamics recorded at Dupljaja loess section (southeastern Carpathian Basin, northern Serbia)
2026
Markovic, Slobodan B., Hao, Qingzhen, Ludwig, Patrick, Zeeden, Christian, Peric, Zoran M., Mihailovic, Dusan, Radovic, Predrag, Roksandic, Mirjana, Lindal, Joshua, Krsmanovic, Petar, Baykal, Yunus, Vandenberghe, Jef, Bosnic, Milica G., Soreghan, Gerilyn, Markovic, Rastko S., Cai, Binggui, Li, Miaofa, Moska, Piotr, Lukic, Tin, Timar-Gabor, Alida, Gavrilov, Milivoj B., Sipos, Gyorgy
Vegetation Index, Vegetation Cover, Vegetation Index , Deciduous Vegetation, Reflectance
Delta-X: An airborne remote sensing framework to calibrate hydrodynamic
2026
Simard, Marc, Jones, Cathleen E., Twilley, Robert R., Castaneda-Moya, Edward, Fagherazzi, Sergio, Fichot, Cedric G., Lamb, Michael P., Passalacqua, Paola, Pavelsky, Tamlin M., Thompson, David R., Belhadj-aissa, Saoussen, Biswas, Pradipta, Christensen, Alexandra, Cortese, Luca, Denbina, Michael, Donatelli, Carmine, Flores, Sarah, Fontenot, Andy, Harringmeyer, Joshua P., Jensen, Daniel, Mallard, John, Nghiem, Justin, Oliver-Cabrera, Talib, Payandeh, Ali Reza, Rovai, Andre S., Solohin, Elena, Soloy, Antoine, Varugu, Bhuvan, Wang, Dongchen, Wright, Kyle, Zhang, Xiaohe, Zheng, Yang
Hydroperiod, Inundation, Water Channels, Surface Water Processes/Measurements, Estuary, Water Depth, Coastal Bathymetry, Rivers/Stream, Wetlands , Deltas, Digital Elevation/Terrain Model (DEM) , Coastal Elevation, Wetlands , Stage Height, Salt Marsh, Coastal, Biomass, Wetlands , Forests, Suspended Solids, Terrain Elevation , Primary Production, Vegetation Species, Plant Characteristics, Sedimentation , Accretion, Isotopic Age, Soil Horizons/Profile, Infrared Radiance, Sedimentation , Sediments, VIEWING GEOMETRY, Vegetation Cover, Geolocation, Visible Radiance, Sediment Transport, Sediment Transport, Attenuation/Transmission, Vegetation Fraction, Sea Level Changes , REFLECTED INFRARED, VISIBLE IMAGERY, Reflectance , Isotopes, Nutrients , Nutrient Cycling, Isotope Ratios, Sediment Transport, Sediment Transport, Nitrogen, Organic Matter, Soil Bulk Density, Carbon , Potassium, Nitrogen, Dominant Species, Discharge/Flow , Soil Rooting Depth, Salinity , Sediment Composition, Organic Matter, Solids, Surface Water Chemistry, Soil Organic Carbon (SOC), Sedimentation , Water Depth, Water Characteristics, Turbidity, Water Temperature , Chlorophyll Concentrations, Sedimentation
Delta-X: Delft3D FM, Weighted Mean Hydroperiod, MRD, Louisiana, USA Delta-X: Sonar Bathymetry Survey of Channels, MRD, Louisiana, 2021 Pre-Delta-X: Channel Bathymetry of the Atchafalaya Basin, LA, USA, 2016 Delta-X: Digital Elevation Model, MRD, LA, USA, 2021 Delta-X: UAVSAR L3 Water Level Changes, MRD, Louisiana, 2021 Delta-X: Aboveground Biomass and Necromass across Wetlands, MRD, Louisiana, 2021, V2 Delta-X AVIRIS-NG and UAVSAR L3 Derived Forest Aboveground Biomass, MRD, LA Delta-X: Total Suspended Solids Concentration across MRD, LA, USA, 2021, Version 2 Delta-X: UAVSAR L1 Single Look Complex (SLC) Stack Products, MRD, Louisiana, 2021 Delta-X: AirSWOT Level 1B Interferogram Products in Radar Coordinates, 2021 Delta-X: AVIRIS-NG L3 Derived Herbaceous Aboveground Biomass, MRD, Louisiana, USA, V3 Delta-X: UAVSAR L3 Gridded Open Water Channels, MRD, LA, USA, 2021, V2 Delta-X: Aboveground Vegetation Structure, Herbaceous Wetlands, MRD, LA, USA, V2 Delta-X: Soil Accretion Rates from Cs-137 Activity and NUMAR Validation, MRD, LA Delta-X: AVIRIS-NG L1B Spectral Radiance Products, MRD, Louisiana, 2021 Delta-X: Delft3D Broad-Scale Sediment Model, Terrebonne Basin, MRD, Louisiana, USA Pre-Delta-X: UAVSAR-derived Water Level Change Maps, Atchafalaya Basin, LA, USA, 2016 Delta-X: In situ Beam Attenuation and Particle Size from LISST-200X, 2021 Delta-X: AVIRIS-NG L2B Derived Fractional Cover, MRD, LA, USA, 2021 Delta-X: UAVSAR L2 Interferometric Products, MRD, Louisiana, 2021 Delta-X: AVIRIS-NG L2 Surface Reflectance, MRD Louisiana, 2021 Delta-X: Root Stable Isotopes from Herbaceous Wetlands, MRD, LA, USA, August 2021 Delta-X: NUMAR Predictive Model for Marsh Accretion Rates and Chemical Properties Delta-X: Matlab Model for Wax Lake Delta Land Accretion Delta-X: Delft3D Sediment Model, Site 421, Terrebonne Basin, MRD, Louisiana, USA Delta-X: Soil Properties for Herbaceous Wetlands, MRD, Louisiana, 2021, V3 Delta-X: Foliar Stable Isotopes, MRD, LA, USA, 2021 Delta-X: Acoustic Doppler Current Profiler Channel Surveys, MRD, Louisiana, 2021, V2 Delta-X: Ecogeomorphic Cell Products across the MRD, LA, USA, 2021 Delta-X: UAVSAR L1B Interferometric Products, MRD, Louisiana, 2021 Delta-X: Belowground Biomass and Necromass across Wetlands, MRD, LA, USA, 2021, V2 Delta-X: Delft3D FM, Weighted Mean Salinity, MRD, Louisiana, USA Delta-X: Delft3D Broad-Scale Sediment Model, Atchafalaya Basin, MRD, Louisiana, USA Delta-X: Particulate Organic Carbon Concentration from Water Samples, MRD, LA, 2021 Delta-X: Feldspar Sediment Accretion Measurements, MRD, LA, USA, 2019-2023, Version 4 Delta-X: Delft3D FM, Extended Domain Hydrodynamic Model Delta-X: In-situ Water Surface Elevation, MRD, Louisiana, USA, 2021 Delta-X: In Situ Water Quality Indicators across MRD, LA, USA, 2021, Version 2 Delta-X: NUMAR Soil Accretion Modeled to 2100, MRD, Louisiana, USA
Ensemble numerical simulation of permafrost thermal regimes over the Tibetan Plateau using the Flexible Permafrost Model: 19502023
2026
Sun, Wen, Cao, Bin
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Brightness Temperature, Surface Soil Moisture