In Situ and SpaceBased CO2 Observations Reveal MoistureInduced Seasonal Compensation of the Western US Carbon Cycle
2026
Rastogi, Bharat, Miller, John B., Kaushik, Aleya, Basu, Sourish, Bruhwiler, Lori, McKain, Kathryn, Andrews, Arlyn E., Alden, Caroline B.
Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Soil Organic Carbon (SOC), Primary Production, Gross Primary Production (gpp), Reflectance
Inferential modeling of dry deposition across the Ammonia Monitoring
2026
Baublitz, Colleen B., Walker, John T., Wu, Zhiyong, Bash, Jesse O., Bell, Michael D., Pan, Da
Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Evapotranspiration , Rain , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Soil Temperature, Albedo , Land Surface Temperature , Snow Water Equivalent , Runoff , Land Use/Land Cover Classification , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Photosynthetically Active Radiation
Physics-Embedded Deep Learning for Wildfire Risk Assessment: Integrating Statistical Mechanics into Neural Networks for Interpretable Environmental Modeling
2026
Jadouli, Ayoub, Amrani, Chaker El
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Vegetation Index, Normalized Difference Vegetation Index (NDVI)
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
Climate-dominated, LUCC-enhanced waterecosystem responses in the humid temperate Tumen River basin
2026
Wang, Haiqing, Su, Mengqi, Qi, Peng, Li, Guangyin, Zou, Yuanchun
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Snow Water Equivalent , Runoff , Land Use/Land Cover Classification , Terrestrial Water Storage, Ground Water , Glacier Mass Balance/Ice Sheet Mass Balance
Cloudburst or hybrid phenomenon? Dissecting the Dharali flood disaster of 2025
2026
Vijayalekshmi, Gopika, Goel, N. K., Arora, Manohar, Sharma, M. L., Narayanan, R. Unni, Vishnoi, R. K.
Root Zone Soil Moisture, Surface Soil Moisture
Comparative machine learning and deep learning approaches for
2026
Azizi, Mahan, Abbasi, Ali, Asli Charandabi, Mohammad Reza
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff , Reflectance , Emissivity
Confidently uncertain: validating satellite ECV measurement uncertainty estimates
2026
Verhoelst, Tijl, Povey, Adam C., Gruber, Alexander, Bulgin, Claire E., Keppens, Arno, Compernolle, Steven, Lambert, Jean-Christopher
Brightness Temperature, Surface Soil Moisture
Cover crop decomposition and nitrogen release over three years of precipitation variability in the Western Corn Belt
2026
Almeida, Tauana F., Canisares, Lucas, Pesini, Gustavo, Robinson, Emily, Poffenbarger, Hanna, Koehler-Cole, Katja, Basche, Andrea
Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Evapotranspiration , Rain , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Soil Temperature, Albedo , Land Surface Temperature , Snow Water Equivalent , Runoff
CANSD v1. 0: the first map of agricultural nitrogen surplus across China from 2000 to 2022
2026
Li, Yanyi, He, Li, He, Mengxi, Tang, Zhenjie, Wang, Yuxuan
Air Temperature, Evapotranspiration , Rain , Soil Moisture/Water Content , Total Runoff
Carbon and nutrient mobilization across inundation gradients in an emerging freshwater delta
2026
Berens, Matthew J., Schwaner, Geoff, Herndon, Elizabeth M.
Water Characteristics, Turbidity, Water Temperature , Estuary, Chlorophyll Concentrations, Nitrogen, Organic Matter, Wetlands , Soil Bulk Density, Carbon , Potassium
Catchment precipitation partitioning in the Budyko framework is controlled by root zone storage capacity
2026
Ibrahim, Muhammad, van Oorschot, Fransje, van der Ent, Ruud, Hrachowitz, Markus, Coenders-Gerrits, Miriam
Land Use/Land Cover Classification , Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance , Soil Depth, Soil Horizons/Profile, Soil Water Holding Capacity , Soil Texture, Soil Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Soil Moisture/Water Content
Characterization of uncertainty in ground-based validation of soil
2026
Zeng, Qicheng, Wu, Xiaodan, Wen, Jianguang, Yin, Gaofei, Lin, Xingwen, Li, Yukun, You, Dongqin, Xiao, Qing
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 , Brightness Temperature, Surface Soil Moisture
China's lake expansion amplified rapid CO2 emissions
2026
Feng, Shuailong, Zhang, Shuai, Bing, Haijian, Zhu, Qing, Huang, Qi, Liao, Kaihua, Ji, Yulai, Gao, Junfeng, Huang, Jiacong
Carbon , Cation Exchange Capacity, Organic Matter
Climate warming reshapes vegetation responses in China from temperature to precipitation
2026
Wang, Meihong, Zhao, Hui, Wei, Da, Chen, Zhaojie, Zhang, Hongsheng, Jiang, Shizhong, Deng, Wei
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
Atmospheric CO2 observations reveal seasonality bias in Arcticboreal carbon flux estimates
2026
Wen, Jiaming, Sun, Wu, Foster, Kelsey T, Bond-Lamberty, Ben, Miller, Charles E, Feng, Liang, Michalak, Anna M
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Atmospheric Carbon Dioxide, Methane, Atmospheric Carbon Monoxide , Atmospheric Ozone, Water Vapor, Respiration Rate, Carbon Flux , Gross Primary Production (gpp), Soil Respiration, NET ECOSYSTEM CO2 EXCHANGE (NEE), Boundary Layer Winds, Upper Air Temperature, Humidity , Wind Speed , Wind Dynamics, Solar Induced Fluorescence, Reflectance , Primary Production, Photosynthesis, Chlorophyll
MODIS/Terra+Aqua Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V061 CARVE: L2 Merged Atmospheric CO2, CO, O3 and CH4 Concentrations, Alaska, 2012-2015 Machine learning-based Arctic-boreal terrestrial ecosystem CO2 fluxes, 2001-2020 CARVE: L4 Gridded Footprints from WRF-STILT model, 2012-2016 ABoVE: Atmospheric Profiles of CO, CO2 and CH4 Concentrations from Arctic-CAP, 2017 ABoVE: Level-4 WRF-STILT Footprint Files for Circumpolar Receptors, 2016-2019 L2 Daily Solar-Induced Fluorescence (SIF) from MetOp-A GOME-2, 2007-2018, V2
Declining Ecosystem Respiration Linked to Nitrogen Deposition: Insights From a 26-Year FLUXNET Record
2026
van der Molen, Michiel K., van de Sande, Marnix, Zandt, Michiel in 't, Saccomandi, Tori, Baartman, Sophie L., Zhao, Hong, de Arellano, Jordi VilaGuerau
Ecosystem Functions, Precipitation Amount, Radiative Flux, Maximum/Minimum Temperature, Terrestrial Ecosystems , Land Use/Land Cover Classification , Trace Gases/Trace Species , Soil Gas/Air
Deep learning-based aided spatial mapping of local scale hydrologic soil
2026
Faouzi, Elhousna, Arioua, Abdelkrim, Hssaisoune, Mohammed, Houmma, Ismaguil Hanade, Brahim, Yassine Ait, Ismail, Karaoui, Arshad, Arfan, Bouchaou, Lhoussaine
Runoff , Soil Texture
DeepProfile: An inverse fusion framework for root zone soil moisture
2026
Zhu, Liujun, Tan, Yi, Yuan, Shanshui, Jin, Junliang, Tang, Zhengyang, Walker, Jeffrey P.
Land Use/Land Cover Classification , Soil Temperature, Soil Moisture/Water Content
Baseflow in karst regions is significantly higher than the global average and exhibits spatial variability
2026
Yuan, Ze, Zhou, Qiuwen, Li, Yuan, Zhao, Yuluan, Yang, Shengtian
Carbon , Cation Exchange Capacity, Organic Matter
LongTerm Discharge Records from United States and European Karst Springs: Data Limitations in Trend Analysis
2026
Toran, Laura, Baraza, Teresa, Call, Kubra Ozdemir, Finegan, Carly R., Hasenmueller, Elizabeth A., Nyquist, Jonathan, Sarker, Shishir K, Spellman, Patricia
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 , Natural Hazards , Infrastructure , Sustainability , Land Use/Land Cover
Mapping and mitigating global perchlorate hazards in drinking water sources
2026
Xie, Kunting, Huang, Yuanxi, Bu, Lingjun, Zhu, Shumin, Zhou, Shiqing
Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM) , Soil Depth, Sediments
National Oceanic and Atmospheric Administration Soil Moisture Operational Product System: An overview and data assimilation applications
2026
Yin, Jifu, Zhan, Xiwu, Liu, Jicheng, Kim, Jong, Jeon, ChanHoo, Petro, Gillian
Brightness Temperature, Surface Soil Moisture
Next-generation Metop ASCAT surface soil moisture datasets from EUMETSAT H SAF
2026
Hahn, Sebastian, Melzer, Thomas, Wagner, Wolfgang
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 , Brightness Temperature, Surface Soil Moisture
Nonlinear trend decomposition for reconstructing terrestrial water
2026
Nie, Shengkun, You, Wei, Wan, Xiangyu, Yang, Xinchun, Zhao, Ruiqi, Fan, Dongming
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