Dynamics of snow and glacier cover in the Upper Karnali Basin, Nepal: an analysis of its relationship with climatic and topographic parameters
2026
Ghimire, Motilal, Shrestha, Dibas, Chauhan, Raju, Thapa, Amrit, Sharma, Til Prasad Pangali, Sharma, Krishna Prasad, Gurung, Sher Bahadur, Devkota, Sundar, Bhandari, Prabin, Koirala, Sikesh, Wu, Yanhong, Timalsina, Niroj, Kutu, Jeevan
Snow Cover , Land Surface Temperature , Emissivity
Early dispersal of Neolithic populations in the ancient Pearl River
2026
Yu, Yin-Xuan, Guo, Li-Xin, Watanabe, Nobuya
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Drought indices predict changes in live fuel moisture content (LFMC)
2026
Liu, Xiangzhuo, Martin-StPaul, Nicolas, Ruffault, Julien, Lai, Gengke, Raynal, Kevyn, Raquel, RodriguezSuquet, Wang, Huan, Parsons, Russell, Dupuy, Jean-Luc, Pimont, Francois
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
Drought propagation in china: Uncertainties originate more from dataset
2026
Huang, Kesheng, Zhang, Haicheng, Cui, Guotao, Wang, Yijia, Yin, Mijia, Du, Jianhui
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
Earth observation and machine-learning-based mapping of 0-1 m soil
2026
Xiao, Yao, Hu, Guojie, Zhao, Lin, Du, Erji, Xing, Zanpin, Li, Ren, Wu, Tonghua, Wu, Xiaodong, Liu, Guangyue, Zou, Defu, Zhao, Yonghua, Zhou, Nan, Wu, Yifan
Soil Depth, Active Layer, Soil Moisture/Water Content
Earth observation for land representation: implementing the Paris Agreement requirements for greenhouse gas reporting
2026
Cima, Valentina, Vitullo, Marina, Boni, Roberta, Fiore, Angela, Tornato, Antonella, Taramelli, Andrea
Land Use/Land Cover Classification
Earth observation-based land degradation mapping and prediction: the Moroccan test region case study
2026
Stankevich, Sergey, Kozlova, Anna, Piestova, Iryna, Sedlerova, Olga, Lubskyi, Mykola, Andreiev, Artem, Orlenko, Tetiana, Ibouh, Hassan, Mezzane, Daoud, Aboufirass, Mohamed, Rodrigues, Joao C. Antunes, Eddahby, Lhou, Sadiq, Bouchra, Dubovyk, Olena
Land Surface Temperature , Emissivity
Eco-evolutionary dynamics shaping biodiversity in the urban mosaic
2026
Alaasam, Valentina, Snead, Anthony, Thonis, Anna, Winchell, Kristin M.
Land Surface Temperature , Emissivity, Population Density
Driving mechanisms of vegetation carbon sink distribution based on explainable machine learning and evaluation of carbon sequestration in open-pit mines
2026
Geng, Yulong, Guo, Weihua, Li, Quanzhi, Zhang, Fan, zhong, Anya, Hu, Zhenqi
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Photosynthesis, Primary Production, Vegetation Productivity
Drivers and regional heterogeneity of cropland net ecosystem productivity across China's three major plains
2026
Wang, Peng, Xue, Yong, Yan, Zhigang, Yin, Wenping, He, Botao, Li, Pei
Soil Respiration, Ecosystem Functions, Soil Respiration, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
DroughtDriven Water Insecurity in an Emerging Indian Megacity: A Coupled MultiAgent Systems Approach for Policy Evaluation
2026
Wang, Ankun, Klassert, Christian J. A., Karutz, Raphael, Smilovic, Mikhail, Kahil, Taher, Burek, Peter, Zhu, Yuanzao, Zozmann, Heinrich, Klauer, Bernd, Kublbock, Karin, Omann, Ines, Figueroa, Anjuli Jain, Wada, Yoshihide, Naylor, Rosamond, Gorelick, Steven M.
Socioeconomics , Land Use/Land Cover
DTRF2020: The ITRS 2020 realization of DGFI-TUM
2026
Seitz, Manuela, Blofeld, Mathis, Glomsda, Matthias, Angermann, Detlef, Rudenko, Sergei, Zeitlhofler, Julian, Seitz, Florian
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
Dual stage Spectral and Spatial Analyser (DSSA) - A novel deep learning model for methane detection from hyperspectral images
2026
George, Maria, Sethunadh, R.
Reflectance , Water Vapor
Cold-summer and summer-snowfall trends and their impacts on vegetation in a warming Mongolian Plateau
2026
Chen, Zhang, Lv, Junchen, Jiang, Hao, Lei, Dongyang, Xue, Jianguo, Li, Ang, Huang, Jianhui
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Combining meta-analysis and machine learning to assess global greenhouse CO<SUB>2</SUB> enrichment for crop yields: Suitability and future climate resilience
2026
Sun, Jiejie, Wang, Tongli, Black, Thomas Andrew, Zhang, Jiaen, Qian, Jing, Luo, Dawei, Ye, Zhengyang, Wang, Guiyun, Shi, Zhaoji, Xu, Wenhuan, Hu, Xiaodong, Xu, Ming
Carbon , Cation Exchange Capacity, Organic Matter
Comparing novel backward hydrological models for watershed-scale precipitation estimation: an evaluation of inverted PDM and Kirchner-hybrid structures
2026
Dastjerdi, Pouria Asgari, Nasseri, Mohsen
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
Comparing the benefits of native and novel ecosystems as urban nature-based solutions: a case study of Johannesburg, South Africa
2026
Hyslop, Camilla, Venter, Zander, Stevens, Nicola
Land Surface Temperature , Emissivity
Comprehensive uncrewed aerial system data for Amazon rainforest at Tiputini Biodiversity Station, Ecuador
2026
Jung, Minyoung, Chang, Anjin, Cannon, Charles H., Rivas-Torres, Gonzalo, Jung, Jinha
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height
Commodity-driven deforestation doubles local warming from tropical forest loss
2026
Smith, Callum, Baker, Jessica C A, Doggart, Nike H, Argles, Arthur P K, Robertson, Eddy, Chadwick, Robin, Adami, Marcos, Coelho, Caio A S, Spracklen, Dominick V
Land Use/Land Cover Classification , Albedo , Anisotropy, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature , Emissivity
Comparative analysis of machine learning biomass models against global remote sensing products using ground validation
2026
Paraseth, Prakash, Khanal, Arpan, Banerjee, Kakoli
Biomass, Forests, Vegetation Height, DISTURBANCE
Comparative analysis of slope and grid units for co-seismic landslide susceptibility mapping using machine learning methods
2026
Bhattarai, Tulasi Ram, Bhandary, Netra Prakash
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Compounded effects on wetland greenhouse gas fluxes from climate change and water management along a saline to freshwater gradient
2026
Doughty, Cheryl L., Ying, Qing, Ward, Eric, Delaria, Erin, Wolfe, Glenn M., Malone, Sparkle L., Reed, David E., Troxler, Tiffany, Kominoski, John S., Castaneda-Moya, Edward, Shoemaker, W. Barclay, Yannick, David, Starr, Gregory, Oberbauer, Steven F., Barenblitt, Abigail, Campbell, Anthony, Charles, Sean, Fatoyinbo, Lola, Gewirtzman, Jonathan, Hanisco, Thomas, Hannun, Reem, Kawa, Stephan, Lagomasino, David, Lait, Leslie, Lindquist, Ayia, Newman, Paul, Raymond, Peter, Rosentreter, Judith, Thornhill, Kenneth, Vaughn, Derrick, Poulter, Benjamin
Water Vapor Mixing Ratio Profiles, Atmospheric Ozone, Atmospheric Carbon Dioxide, Atmospheric Carbon Monoxide , Methane, GREENHOUSE GAS FLUX, Wetlands , Wetlands , Reflectance , Albedo , Anisotropy, Total Surface Water
Comparison of multiple satellite-derived products for assessing
2026
Song, Jiaxin, Zhou, Decheng, Hao, Lu, Xiao, Jingfeng, Li, Xing, Zhang, Liangxia, Sun, Ge
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps, Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Productivity, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
Differential MountainBuilding in the South Tian Shan Revealed by MultiSpatiotemporal Foreland Deformation
2026
Li, Feng, Shi, Xuhua, Charreau, Julien, Chen, Hanlin, Lave, Jerome, Cheng, Xiaogan, Ge, Jin, Blard, PierreHenri, Yang, Rong, Large, Etienne, Zimmermann, Catherine, Protin, Marie
Digital Elevation/Terrain Model (DEM)
Development of the long-term harmonized multi-satellite SIF (LHSIF) dataset at 0.05 resolution (19952024)
2026
Zou, Chu, Du, Shanshan, Liu, Xinjie, Liu, Liangyun
Atmospheric Carbon Dioxide, Solar Induced Fluorescence, Land Use/Land Cover Classification , Reflectance , Primary Production, Chlorophyll , Photosynthesis, Leaf Characteristics, Albedo , Anisotropy