Permafrost Dynamics Observatory: 3. Remote Sensing Big Data for the
2025
Wig, Elizabeth, Schaefer, Kevin, Michaelides, Roger, Chen, Richard, Clayton, Leah K., Fager, Brittany, Huang, Lingcao, Parsekian, Andrew D., Zebker, Howard, Zhang, Yingtong, Zhao, Yuhuan
Active Layer, Permafrost , Soil Moisture/Water Content , Permafrost , PERMAFROST MELT
Permafrost, Peatland, and Cropland Regions Are Key to Reconciling North
2025
Foster, Kelsey T., Sun, Wu, Merder, Julian, Hararuk, Oleksandra, Kurz, Werner A., Malhotra, Avni, Metsaranta, Juha, Nesdoly, Andrea, Sinha, Eva, BondLamberty, Ben, Huntzinger, Deborah, Natali, Susan M., Schwalm, Christopher, Michalak, Anna M.
Precipitation Amount, Alpine/Tundra, Biomass, Forests, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Cover, Permafrost , NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Depth, Soil Moisture/Water Content , Soil Respiration, Gross Primary Production (gpp), Snow Depth , Atmospheric Carbon Dioxide, Surface Temperature , Land Use/Land Cover Classification , Land Use Classes, Albedo
Monsoon-Frontal Interactions Drive Cyclone Biparjoy's Wake Recovery in
2025
Kerhalkar, Siddhant, Kannad, Ankitha, Kinsella, Alex, Tandon, Amit, Sprintall, Janet, Lee, Craig M.
Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content , Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow/Ice , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Ocean Currents
Multi-Physics Data Assimilation Framework for Remotely Sensed Snowpacks
2025
Shrestha, Prabhakar, Barros, Ana P.
Snow Density, Snow Depth , Snow Grain Size, Snow/Ice Temperature, Snow Stratigraphy, Snow Water Equivalent , Atmospheric Pressure, Atmospheric Temperature , Longwave Radiation, Relative Humidity, Shortwave Radiation, Soil Moisture/Water Content , Soil Temperature, Wind Direction, Wind Speed , Reflectance , Specific Surface Area
Multi-Scale domain adaptation for high-resolution soil moisture
2025
Zhu, Liujun, Cai, Qi, Jin, Junliang, Yuan, Shanshui, Shen, Xiaoji, Walker, Jeffrey P.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Soil Temperature, Soil Moisture/Water Content
Multi-source evaluation of a non-stationary drought index informed by climatic teleconnections across the Murray-Darling Basin, Australia
2025
Rezaie-Balf, Mohammad, Chua, Lloyd H.C.
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
Monitoring drought over the Gavkhouni Lake using Terrestrial Water Storage data
2025
Khesali, Elahe, Ghasemi, Elham, Almutairi, Fawziah
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
Multiscale analysis of existing actual evapotranspiration products over
2025
Etchanchu, Jordi, Demarty, Jerome, Dezetter, Alain, Farhani, Nesrine, Thiam, Pape Biteye, Allies, Aubin, Bodian, Ansoumana, Boulet, Gilles, Chahinian, Nanee, Diop, Lamine, Mainassara, Ibrahim, Ndiaye, Pape Malick, Ollivier, Chloe, Olioso, Albert, Roupsard, Olivier
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 , 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 Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Land Use/Land Cover Classification
Multi-Day Extreme Precipitation Caused Major Floods in India During
2025
Chuphal, Dipesh Singh, Malik, Iqura, Singh, Rajesh, Vangala, Gayathri, Niranjannaik, M., Vegad, Urmin, Dilip K, Nandana, Mukhopadhyay, Parthasarathi, Selvan, J. P., Kapadia, Vivek, Mishra, Vimal
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
An Analysis of a Commercial GNSS-R Soil Moisture Dataset
2024
Al-Khaldi, M. M.
Soil Moisture/Water Content
Optical flow of temperature reveals climate change patterns for agriculture and forestry
2024
Shumilo, Leonid, Skakun, Sergii
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
Quantifying the Spatiotemporal Changes in Evapotranspiration and Its Components Driven by Vegetation Greening and Climate Change in the Northern Foot of ...
2024
Wang, Zijun, Liu, Yangyang, Wang, Zhenqian, Zhang, Hong, Chen, Xu, Wen, Zhongming, Lin, Ziqi, Han, Peidong, Xue, Tingyi
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
Remote Sensing of Drought: Satellite-Based Monitoring Tools for the United States
2024
Wardlow, Brian D., Anderson, Martha A., Tadesse, Tsegaye, Svoboda, Mark S., Fuchs, Brian, Hain, Chris R., Crow, Wade T., Rodell, Matt
Total Surface Precipitation Rate, 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 , Root Zone Soil Moisture, Surface Soil Moisture
Multivariate evaluation of flash drought across the United States
2024
Otkin, Jason A., Zhong, Yafang, Ford, Trent W., Anderson, Martha C., Hain, Christopher, Hoell, Andrew, Svoboda, Mark, Wang, Hailan
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
Reconstructing monthly 0.25 terrestrial evapotranspiration data in a remote arid region using Bayesian-driven ensemble learning method
2024
Ochege, Friday Uchenna, Yuan, Xiuliang, Ezekwe, Ifeanyichukwu C., Ling, Qing, Nzabarinda, Vincent, Kayiranga, Alphonse, Xie, Mingjuan, Shi, Haiyang, Luo, Geping
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 , 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 Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Ground Water
Validation of selected gridded potential evapotranspiration datasets with ground-based observations over the Ogun-Osun River Basin, Nigeria
2024
Faseyiku, Opeyemi Olorunleke, Obiora-Okeke, Obinna Anthony, Olowoselu, Ayodeji Stanley, Olafusi, Oluwatosin Raphael, Adewumi, James Rotimi
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
Variational Assimilation of the SMAP Surface Soil Moisture Retrievals into an Integrated Urban Land Model
2024
Meng, Ch., Li, H., Cui, J.
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
Mapping groundwater potential zone in the subarnarekha basin, India, using a novel hybrid multi-criteria approach in Google earth Engine
2024
Singha, Chiranjit, Swain, Kishore Chandra, Pradhan, Biswajeet, Rusia, Dinesh Kumar, Moghimi, Armin, Ranjgar, Babak
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
Maritime Continent salinity as a new predictor for South Asian summer monsoon rainfall
2024
Xiao, Fuan, Roxy, Mathew Koll, Wang, Dongxiao
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
Monitoring the drought in Southern Africa from space-borne GNSS-R and SMAP data
2024
Edokossi, Komi, Jin, Shuanggen, Mazhar, Usman, Molina, Inigo, Calabia, Andres, Ullah, Irfan
Total Surface Precipitation Rate, 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
Investigation of 2020-2022 extreme floods and droughts in Sichuan
2024
Li, Xianpao, Zhong, Bo, Chen, Jianli, Li, Jiancheng, Wang, Haihong
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
Improvement of drought assessment capability based on optimal weighting methods and a new threshold classification scheme
2024
Cai, Siyang, Zuo, Depeng, Wang, Huixiao, Han, Yuna, Xu, Zongxue, Wang, Guoqing, Yang, Hong
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
High-resolution Standardized Precipitation Evapotranspiration Index (SPEI) reveals trends in drought and vegetation water availability in China
2024
He, Qian, Wang, Ming, Liu, Kai, Wang, Bowen
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
Spatial and temporal downscaling schemes to reconstruct high-resolution GRACE data: A case study in the Tarim River Basin, Northwest China
2024
Xue, Dongping, Gui, Dongwei, Ci, Mengtao, Liu, Qi, Wei, Guanghui, Liu, Yunfei
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
Single vs dual source surface energy balance model based actual evapotranspiration estimation
2024
Pandey, Richa, Kaur, Ravinder, GONCALVES, Ivo Zution, Neale, Christopher, Khanna, Manoj, Singh, Man, Sehgal, Vinay Kumar, Sarangi, Arjamadutta, Math, Manjaiah Kanchikeri
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