Widespread peat carbon losses driven by the 2025 Scottish megafire
2026
Schoenecker, Johanna, Baur, Martin J., Kohli, Juliana, Baker, Sarah, Jones, Matthew, Veraverbeke, Sander, Konings, Alexandra G., Pellegrini, Adam F. A.
Brightness Temperature, Surface Soil Moisture
Wind-Driven Regime of GNSS-R Signatures in Northern Lakes for Lake Ice Detection
2026
Guo, Zhizhou, Wan, Wei, Liu, Baojian, Wan, Xianci, Zhang, Jie, Hu, Xiuqing, Li, Huan
Surface Soil Moisture, Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Normalized Difference Vegetation Index (NDVI) , Soil Classification, Soil Texture, Surface Roughness
Towards global sensitivity analysis of large-scale flood loss models
2026
Pianosi, Francesca, Sarailidis, Georgios, Styles, Kirsty, Oldham, Philip, Hutchings, Stephen, Lamb, Rob, Wagener, Thorsten
Suspended Solids, Soil Classification, Soil Texture
Tracking water dynamics of a temperate forest under drought and nondrought conditions using active and passive microwave and optical remote sensing
2026
Hellwig, Florian M., Fluhrer, Anke, Dubois, Clemence, Schellenberg, Konstantin, Chaparro, David, Zehner, Markus, Klosterhalfen, Anne, Piles, Maria, Schmullius, Christiane, Kunstmann, Harald, Jagdhuber, Thomas
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance , Snow Grain Size, Snow Cover , Surface Soil Moisture
Transfer Learning for TransformerBased Drought Forecasting Across Diverse Precipitation Products in India
2026
Pathania, Ashish, Gupta, Vivek
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 , Air Temperature, Specific Humidity, Wind Speed , Snow Cover , Snow Depth , Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Infiltration, Soil Infiltration, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow/Ice , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI)
Fine-scale simulation and projection of aboveground biomass dynamics in subtropical forests of Central-southern China: coupling remote sensing data and dynamic ...
2026
Feng, Tianqi, Shen, Huanfeng, Huang, Wenli
Reflectance , Discharge, Soil Depth, Biomass, Soil Moisture/Water Content , Albedo , Leaf Characteristics, Photosynthetically Active Radiation , Carbon , Respiration Rate, Atmospheric Water Vapor, Runoff
GCN10: An MPI-parallelized framework for processing global curve number
2026
Azzam, Muhammad Abdullah, Cho, Huidae
Runoff , Soil Texture
Generating High-Resolution DEMs from Two Different Resolution Data for 2D Flood Mapping.
2026
Hidayah, Entin, Widiarti, Wiwik Yunarni, Wiyono, Retno Utami Agung, Dhokhikah, Yeny, Lee, Wei Koon, Yusop, Zulkifli, Putra, Santosa Sandy
Runoff , Soil Texture
Geodetic evidence of water mass loss from global navigation satellite system measured land uplift in Turkiye
2026
Ansari, Kutubuddin, Kaykc, Emine Tanr
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 , Terrestrial Water Storage, Ground Water , Glacier Mass Balance/Ice Sheet Mass Balance
Global spatially detailed water footprint of crop production over five
2026
Demeke, Betelhem W., Mekonnen, Mesfin M., Brauman, Kate A., Magliocca, Nicholas, Moradkhani, Hamid
Runoff , Soil Texture
Global sublinear scaling between soil microbial biomass carbon and soil organic carbon across biomes
2026
Chatterjee, Amitava
Carbon , Nitrogen, Phosphorus
Harvest date estimation over corn and sunflower fields using Sentinel-1 and RADARSAT constellation mission data and machine learning algorithms
2026
Khabbazan, Saeed, Hosseini, Mehdi, Becker-Reshef, Inbal, McNairn, Heather, Oliinyk, Oleksandra
Root Zone Soil Moisture, Surface Soil Moisture
History matching of soil moisture and evapotranspiration over Europe using iterative ensemble smoothers
2026
Kaandorp, Mikael L. A., Zhao, Haojin, Poppe Teran, Christian, Hartick, Carl, Rigor, Paul, Hendricks Franssen, HarrieJan
Surface Soil Moisture
Comparing modeled and measured carbon dioxide data at five canadian peatlands revealed highly variable non-growing season fluxes
2026
Hettinga, E. Kathryn, Rezanezhad, Fereidoun, Persaud, Bhaleka D., Slowinski, Stephanie, Strack, Maria, Liu, Haojie, Lennartz, Bernd, Humphreys, Elyn, Wu, Jianghua, Skeeter, June, Knox, Sara H., Alcock, Haley, Sonnentag, Oliver, Detto, Matteo, Van Cappellen, Philippe
Land Use/Land Cover Classification , Fire Occurrence, Land Surface Temperature , THERMAL ANOMALIES, Root Zone Soil Moisture, Surface Soil Moisture, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC)
Comparison of Soil Mineralogy From EMIT Imaging Spectroscopy and
2026
Liu, Xuan, Ginoux, Paul, Perez GarciaPando, Carlos, GonzalezRomero, Adolfo, Querol, Xavier, Brodrick, Philip G., Evan, Amato
Soil Chemistry
Cross-Attention-Based Spatiotemporal Learning Network for Generating
2026
Xu, Xiaoke, Lin, Liupeng, Gu, Chunlei, Jing, Yinghong, Li, Xinghua
Land Use/Land Cover Classification , Surface Soil Moisture
DeepSoil: Physics-Guided Learning for High-Resolution Soil Moisture Mapping from Surface to Root-Zone via Multimodal Sensing and Process-Based Modeling
2026
Khandelwal, Paahuni, Bachinin, Andrei, Faruk, Tanjim Bin, Lewark, Everett, Pallickara, Sangmi Lee, Pallickara, Shrideep
Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Soil Temperature, Soil Moisture/Water Content
An operational global L-band soil moisture and vegetation optical depth dataset from optimized 40 SMOS brightness temperatures for 20102024
2026
Xing, Zanpin, Li, Xiaojun, Frappart, Frederic, De Lannoy, Gabrielle, Jagdhuber, Thomas, Peng, Jian, Fan, Lei, Ma, Hongliang, Karthikeyan, Lanka, Liu, Xiangzhuo, Wang, Mengjia, Zhao, Lin, Liu, Yongqin, Wigneron, Jean-Pierre
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Brightness Temperature, Surface Soil Moisture
Analysis of runoff dynamics and flood formation: An investigation through an explainable deep learning framework
2026
Wang, Tian, Zhang, Lidan, Wang, Yuming, Zhou, Zhaoqiang, Dai, Yongjiu
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 , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Analyzing meteorological effects on crop yield and yield prediction through machine learning with different data partitioning approaches: A case study from Czech Republic
2026
Petrovic, Bojana, Paluba, Daniel, Nofrizal, Adenan Yandra, Kucera, Ales
Root Zone Soil Moisture, Surface Soil Moisture
Anthropogenic, biophysical, and climate-driven spatiotemporal dynamics of terrestrial ecosystem carbon sink capacity in the North China Plain region (20052024)
2026
Muluneh, Melese Genete, Zhang, Yuanxun, Hopke, Philip K., Traware, Ousseynou, Wang, Lijing, Chen, Junpai
Autotrophic Respiration (ra), Heterotrophic Respiration (rh)
Application of machine learning to improve reanalysis soil temperatures
2026
Herrington, Tyler C., Erler, Andre R., Fletcher, Christopher G.
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff
Cause-effect discovery in hydrometeorological systems: evaluation of causal discovery methods
2026
Yadav, Vivek Kumar, Peel, Murray C., Fowler, Keirnan, Ryu, Dongryeol, Vishwakarma, Bramha Dutt
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
Assessing rockbed performance in Deep Winter Greenhouses under varying design parameters and operating conditions
2026
Hoody, Jennifer M., Handeen, Daniel, Schweser, Greg, Wright, Natasha C.
Root Zone Soil Moisture, Surface Soil Moisture
Assessing the impacts of urbanization and climate variability on
2026
Shah, Adnan Abbas
Precipitation , Rain , Precipitation Amount, Precipitation Rate , Snow, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Ground Water , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Latent Heat Flux, Emissivity