Shapley Explainable AI (XAI) to Assess the Potential of Satellite Remote Sensing Data for Estimating Active Layer Thickness (ALT)
2024
Merchant, Michael, McBlane, Lindsay, Edwards, Rebecca
Active Layer, Permafrost , Soil Moisture/Water Content , Permafrost , PERMAFROST MELT
Simulations and prediction of historical and future maximum freeze depth in the Northern Hemisphere
2024
Chen, Cong, Peng, Xiaoqing, Frauenfeld, Oliver W., Chu, Xinde, Chen, Guanqun, Huang, Yuan, Li, Xuanjia, Yang, Guangshang, Tian, Weiwei
Incoming Solar Radiation, Outgoing Longwave Radiation, Soil Respiration, Methane, Plant Characteristics, Canopy Characteristics, Solar Irradiance, Humidity , Soil Texture, Precipitation Rate , Soil Moisture/Water Content , Soil Gas/Air, Atmospheric Carbon Dioxide, Carbon , Leaf Characteristics, Biomass, Dominant Species, Surface Temperature , Surface Winds , Biogeochemical Cycles , Forests, Soil Temperature
Soil Moisture Memory: State-Of-The-Art and the Way Forward
2024
Rahmati, Mehdi, Amelung, Wulf, Brogi, Cosimo, Dari, Jacopo, Flammini, Alessia, Bogena, Heye, Brocca, Luca, Chen, Hao, Groh, Jannis, Koster, Randal D., McColl, Kaighin A., Montzka, Carsten, Moradi, Shirin, Rahi, Arash, Sharghi S., Farnaz, Vereecken, Harry
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
Spatially distributed snow depth, bulk density, and snow water equivalent from ground-based and airborne sensor integration at Grand Mesa, Colorado, USA
2024
Meehan, Tate G., Hojatimalekshah, Ahmad, Marshall, Hans-Peter, Deeb, Elias J., O'Neel, Shad, McGrath, Daniel, Webb, Ryan W., Bonnell, Randall, Raleigh, Mark S., Hiemstra, Christopher, Elder, Kelly
Liquid Water Content, Snow Density, Snow Depth , Snow Grain Size, Snow/Ice Temperature, Snow Stratigraphy, Snow Water Equivalent , Snow Depth , Snow Water Equivalent , Two-Way Travel Time, Terrain Elevation , Atmospheric Pressure, Atmospheric Temperature , Longwave Radiation, Relative Humidity, Shortwave Radiation, Soil Moisture/Water Content , Soil Temperature, Wind Direction, Wind Speed , Geolocation
Spatially Interpolated CYGNSS Data Improve Downscaled 3 km SMAP/CYGNSS
2024
Wernicke, Liza J., Chew, Clara C., Small, Eric E.
Reflectance , Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity, Flight Data Logs, Soil Moisture/Water Content , Soil Temperature
Spatial Correlation Increase in Single-Sensor Satellite Data Reveals
2024
Blaschke, Lana L., Nian, Da, Bathiany, Sebastian, BenYami, Maya, Smith, Taylor, Boulton, Chris A., Boers, Niklas
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Land Use/Land Cover Classification
Spatio-temporal heterogeneity and driving mechanism of ecosystem water
2024
Wang, Feiyu, Xia, Jun, Zou, Lei, Zhang, Liping, Li, Xiaoyang, Yu, Jiarui
Albedo , Anisotropy, Reflectance , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, 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 , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
Spatial distribution patterns and drivers of above- and below- biomass in Chinese terrestrial ecosystems
2024
Chen, Yusen, Zhang, Shihang, Wang, Yongdong
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
Spatial Downscaling of Satellite-Based Soil Moisture Products Using Machine Learning Techniques: A Review
2024
Senanayake, Indishe P., Pathira Arachchilage, Kalani R. L., Yeo, In-Young, Khaki, Mehdi, Han, Shin-Chan, Dahlhaus, Peter G.
Surface Soil Moisture
Spatial downscaling of SMAP soil moisture estimation using multiscale geographically weighted regression during SMAPVEX16
2024
Zhong, Yanmei, Hong, Song, Wei, Zushuai, Walker, Jeffrey P., Wang, Yanwen, Huang, Chaoqing
Brightness Temperature, Land Use/Land Cover Classification , Soil Moisture/Water Content , Soil Temperature, Soil Texture, Vegetation Water Content
Satellite-based ensemble intelligent approach for predicting forest fire: a case of the Hyrcanian forest in Iran
2024
Asadollah, Seyed Babak Haji Seyed, Sharafati, Ahmad, Motta, Davide
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
Sensitivity of horizontal resolution and land surface model in operational WRF forecast for Online Nuclear Emergency Response System (ONERS)
2024
Karmakar, Shanu, Rajeswari, J. R., Kundu, Dipan, Srinivas, C. V., Chandrasekaran, S., Venkatraman, B.
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) , Precipitation Amount, Precipitation Rate , Snow, Rain
Toward Flash Flood Modeling Using Gradient Resolving Representative
2024
Manoj J, Ashish, Loritz, Ralf, Villinger, Franziska, Malicke, Mirko, Koopaeidar, Mehdi, Goppert, Hans, Zehe, Erwin
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)
Toward long-term monitoring of regional permafrost thaw with satellite interferometric synthetic aperture radar
2024
Sadeghi Chorsi, Taha, Meyer, Franz J., Dixon, Timothy H.
Biomass, Nutrients , Plant Characteristics, Soil Texture, Active Layer, Cation Exchange Capacity, Soil Moisture/Water Content , Soil Bulk Density, Soil Porosity, Organic Matter, Active Layer, Permafrost , Permafrost , PERMAFROST MELT, Electrical Conductivity
Validation of pan-Arctic soil temperatures in modern reanalysis and data assimilation systems
2024
Herrington, Tyler C., Fletcher, Christopher G., Kropp, Heather
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 , 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)
Validation of Remotely Sensed and Modeled Soil Moisture at Forested and Unforested NEON Sites
2024
Ayres, Edward, Reichle, Rolf H., Colliander, Andreas, Cosh, Michael H., Smith, Lucas
Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture, 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
Tracking the water storage and runoff variations in the Parana basin via GNSS measurements
2024
Qiu, Keshan, You, Wei, Jiang, Zhongshan, Tang, Miao
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 , Precipitation , Precipitation Amount
Utility of L-band and X-band vegetation optical depth to examine
2024
Konkathi, Preethi, Karthikeyan, L.
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature
Using an Isotope Enabled Mass Balance to Evaluate Existing Land Surface
2024
Haagsma, Marja, Finkenbiner, Catherine E., Noone, David C., Bowen, Gabriel J., Still, Christopher, Fiorella, Richard P., Good, Stephen P.
Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain, Land Surface Temperature , Heat Flux, Evapotranspiration , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Soil Temperature, Albedo , Snow Water Equivalent , Runoff
Unraveling the non-linear relationship between seasonal deformation and permafrost active layer thickness
2024
Chang, Tian, Yi, Yonghong, Jiang, Huiru, Li, Rongxing, Lu, Ping, Liu, Lin, Wang, Lingxiao, Zhao, Lin, Zwieback, Simon, Zhao, Jingyi
Land Surface Temperature , Emissivity, Soil Depth, Active Layer, Soil Moisture/Water Content
Unravelling long-term impact of water abstraction and climate change on
2024
Baigaliyeva, Marzhan, Mount, Nick, Gosling, Simon N., McGowan, Suzanne
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
Water storage changes (20032020) in the Ordos Basin, China, explained by GRACE data and interpretable deep learning
2024
Hu, Ziming, Tang, Shinan, Mo, Shaoxing, Shi, Xiaoqing, Yin, Xin, Sun, Yuanyuan, Liu, Xiaomin, Duan, Limin, Miao, Ping, Liu, Tingxi, Wu, Jichun
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) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Water-balance-based evapotranspiration for 56 large river basins: A benchmarking dataset for global terrestrial evapotranspiration modeling
2024
Ma, Ning, Zhang, Yongqiang, Szilagyi, Jozsef
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
Wealth Over Woe: Global Biases in Hydro-Hazard Research
2024
Stein, Lina, Mukkavilli, S. Karthik, Pfitzmann, Birgit M., Staar, Peter W. J., Ozturk, Ugur, Berrospi, Cesar, Brunschwiler, Thomas, Wagener, Thorsten
Droughts , Earthquakes , Floods , Landslides , Cyclones, Volcanic Eruptions, Soil Temperature, Soil Moisture/Water Content
Vegetation moisture estimation in the Western United States using radiometer-radar-lidar synergy
2024
Chaparro, David, Jagdhuber, Thomas, Piles, Maria, Jonard, Francois, Fluhrer, Anke, Vall-llossera, Merce, Camps, Adriano, Lopez-Martinez, Carlos, Fernandez-Moran, Roberto, Baur, Martin, Feldman, Andrew F., Fink, Anita, Entekhabi, Dara
Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
Two-decadal climate impacts on growth of major forest types of Eastern Himalaya
2024
Chanda, Rajdeep, Singh, Salam Suresh, Singh, Ngangbam Somen, Upadhyay, Keshav Kumar, Tripathi, Shri Kant
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
TPRoGI: a comprehensive rock glacier inventory for the Tibetan Plateau
2024
Sun, Zhangyu, Hu, Yan, Racoviteanu, Adina, Liu, Lin, Harrison, Stephan, Wang, Xiaowen, Cai, Jiaxin, Guo, Xin, He, Yujun, Yuan, Hailun
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 , Precipitation , Precipitation Amount, Precipitation Rate
Understanding Terrestrial Water and Carbon Cycles and Their Interactions
2024
Cao, Zhijiong, Xue, Yongkang, Nayak, Hara Prasad, Lettenmaier, Dennis P., Frankenberg, Christian, Kohler, Philipp, Li, Ziwei
Atmospheric Carbon Dioxide, Solar Induced Fluorescence, Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content
Understanding the shift in drivers of terrestrial water storage decline
2024
Zhang, Xiao, Wu, Xiong, Mu, Wenping, Zhao, Rong, Ye, Baoying, Bai, Zhongke
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
Tropical ocean teleconnections with gross primary productivity of monsoon-Asia
2024
Varghese, Roma, Behera, Swadhin, Behera, Mukunda Dev
Evapotranspiration , Total Runoff, Rain, Soil Moisture/Water Content , Air Temperature
Tundra fires and surface subsidence increase spectral diversity on the YukonKuskokwim Delta, Alaska
2024
Anderson, D P, Michaelides, R J, Chen, W, Frost, G V, Macander, M J, Lara, M J
Vegetation Cover, Forests, Alpine/Tundra, Active Layer, Permafrost , Soil Moisture/Water Content , Permafrost , PERMAFROST MELT, Albedo, Snow Cover
Water budget-based evapotranspiration product captures natural and
2024
Goswami, Shubham, Rajendra Ternikar, Chirag, Kandala, Rajsekhar, Pillai, Netra S, Kumar Yadav, Vivek, Abhishek, Joseph, Jisha, Ghosh, Subimal, Dutt Vishwakarma, Bramha
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, Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Albedo , Reflectance , Topographic Effects, Digital Elevation/Terrain Model (DEM) , Terrain Elevation , Rivers/Streams
Where to draw the line: Physical space partitioning and view privacy in ar-based co-located collaboration for immersive analytics
2024
Ouedraogo, Inoussa, Nguyen, Huyen, Bourdot, Patrick
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)
Which global reanalysis dataset has better representativeness in snow cover on the Tibetan Plateau?
2024
Yan, Shirui, Chen, Yang, Hou, Yaliang, Liu, Kexin, Li, Xuejing, Xing, Yuxuan, Wu, Dongyou, Cui, Jiecan, Zhou, Yue, Pu, Wei, Wang, Xin
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, 24 Hour Maximum Temperature, 24 Hour Minimum Temperature, Albedo, Snow Depth , Snow Water Equivalent , 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)
GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.1 (GLDAS_NOAH025_3H) at GES DISC GLDAS Catchment Land Surface Model L4 3 hourly 1.0 x 1.0 degree V2.1 (GLDAS_CLSM10_3H) at GES DISC GLDAS VIC Land Surface Model L4 3 hourly 1.0 x 1.0 degree V2.0 (GLDAS_VIC10_3H) at GES DISC MERRA-2 statD_2d_slv_Nx: 2d,Daily,Aggregated Statistics,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2SDNXSLV) at GES DISC GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.0 (GLDAS_NOAH025_3H) at GES DISC GLDAS Noah Land Surface Model L4 3 hourly 1.0 x 1.0 degree V2.1 (GLDAS_NOAH10_3H) at GES DISC GLDAS Noah Land Surface Model L4 3 hourly 1.0 x 1.0 degree V2.0 (GLDAS_NOAH10_3H) at GES DISC GLDAS Catchment Land Surface Model L4 3 hourly 1.0 x 1.0 degree V2.0 (GLDAS_CLSM10_3H) at GES DISC High Mountain Asia UCLA Daily Snow Reanalysis V001 MERRA-2 tavg1_2d_lnd_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXLND) at GES DISC GLDAS VIC Land Surface Model L4 3 hourly 1.0 x 1.0 degree V2.1 (GLDAS_VIC10_3H) at GES DISC
Widespread and systematic effects of fire on plantsoil water relations
2024
Baur, Martin J., Friend, Andrew D., Pellegrini, Adam F. A.
Carbon Monoxide , Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, Upper Air Temperature, Humidity , Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature , Vegetation Water Content, Soil Moisture/Water Content
A dynamical downscaling method of groundwater storage changes using GRACE data
2023
Sun, Jianchong, Hu, Litang, Cao, Xiaoyuan, Liu, Dongxu, Liu, Xin, Sun, Kangning
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 , Latent Heat Flux
A Dynamics of Surface Temperature Forced by Solar Radiation
2023
Jing, Weiqiang, Wang, Jingfeng
Incoming Solar Radiation, Outgoing Longwave Radiation, Soil Respiration, Methane, Plant Characteristics, Canopy Characteristics, Solar Irradiance, Humidity , Soil Texture, Precipitation Rate , Soil Moisture/Water Content , Soil Gas/Air, Atmospheric Carbon Dioxide, Carbon , Leaf Characteristics, Biomass, Dominant Species, Surface Temperature , Surface Winds , Biogeochemical Cycles , Forests, Soil Temperature
A Comparative Study of Climatology, Energy and Mass Exchange in Two
2023
Tchebakova, Nadezhda M., Zyryanov, Viacheslav I., Zyryanova, Olga A., Parfenova, Elena I., Kajimoto, Takuya, Matsuura, Yojiro
Permafrost , Soil Classification, Soil Temperature, Vegetation Cover, Soil Moisture/Water Content , Soil Respiration, Precipitation Amount, Alpine/Tundra, Biomass, Forests, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Depth, Gross Primary Production (gpp), Snow Depth , Atmospheric Carbon Dioxide, Surface Temperature
A Comprehensive Assessment of Anthropogenic and Natural Sources and Sinks of Australasia's Carbon Budget
2023
Villalobos, Yohanna, Canadell, Josep G., Keller, Elizabeth D., Briggs, Peter R., Bukosa, Beata, Giltrap, Donna L., Harman, Ian, Hilton, Timothy W., Kirschbaum, Miko U. F., Lauerwald, Ronny, Liang, Liyin L., Maavara, Taylor, MikaloffFletcher, Sara E., Rayner, Peter J., Resplandy, Laure, Rosentreter, Judith, Metz, EvaMarie, Serrano, Oscar, Smith, Benjamin
Soil Moisture/Water Content , Biogeochemical Cycles , Carbon , Nitrogen, Soil Heat Budget
A Deep Learning Data Fusion Model using Sentinel-1/2, SoilGrids, SMAP-USDA, and GLDAS for Soil Moisture Retrieval
2023
Batchu, Vishal, Nearing, Grey, Gulshan, Varun
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps, Soil Moisture/Water Content , Soil Temperature
A deep learning model for reconstructing centenary water storage changes in the Yangtze River Basin
2023
Wang, Jielong, Shen, Yunzhong, Awange, Joseph L., Yang, Ling
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
A Joint Approach Combining Correlation and Mutual Information to Study Land and Ocean Drivers of US Droughts: Methodology
2023
Shin, Chul-Su, Dirmeyer, Paul A., Huang, Bohua
Soil Moisture/Water Content , Root Zone Soil Moisture
A Long-term Consistent Artificial Intelligence and Remote Sensing-based Soil Moisture Dataset
2023
Skulovich, Olya, Gentine, Pierre
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Brightness Temperature, Soil Moisture/Water Content , Vegetation Water Content, Brightness Temperature, Microwave Imagery
Investigation of Land-Atmosphere Coupling during the Extreme Rainstorm
2023
Guo, Yakai, Shao, Changliang, Su, Aifang
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
Interpolating Hydrologic Data Using Laplace Formulation
2023
Xu, Tianle, Merwade, Venkatesh, Wang, Zhiquan
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
Investigating Correlations and the Validation of SMAP-Sentinel L2 and In
2023
Jotisankasa, Apiniti, Torsri, Kritanai, Supavetch, Soravis, Sirirodwattanakool, Kajornsak, Thonglert, Nuttasit, Sawangwattanaphaibun, Rati, Faikrua, Apiwat, Peangta, Pattarapoom, Akaranee, Jakrapop
Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
Investigating earthquake legacy effect on hillslope deformation using InSARderived time series
2023
He, Kun, Lombardo, Luigi, Chang, Ling, Sadhasivam, Nitheshnirmal, Hu, Xiewen, Fang, Zhice, Dahal, Ashok, Fadel, Islam, Luo, Gang, Tanyas, Hakan
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 , Precipitation , Precipitation Amount
Makine Ogrenmesi Yontemleriyle Orman Yangn Tahmini
2023
YILDIRIM, Orhan, GUNAY, Faruk Baturalp, YAGANOGLU, Mete
Vegetation Cover, Forests, Biomass Burning, Surface Temperature , Precipitation Amount, Fire Dynamics, Fire Occurrence, Carbon , Burned Area, Biomass, Soil Moisture/Water Content , Topographic Effects
Maps of active layer thickness in northern Alaska by upscaling P-band polarimetric synthetic aperture radar retrievals
2023
Whitcomb, Jane, Chen, Richard, Clewley, Daniel, Kimball, John S, Pastick, Neal J, Yi, Yonghong, Moghaddam, Mahta
Forests, Vegetation, Methane, Atmospheric Carbon Dioxide, Permafrost , Alpine/Tundra, Soil Moisture/Water Content , Surface Roughness, Soil Depth, Active Layer, Permafrost , Permafrost , PERMAFROST MELT, Permafrost , Active Layer, Permafrost
Modelling the terrestrial nitrogen and phosphorus cycle in the UVic ESCM
2023
De Sisto, Makcim L., MacDougall, Andrew H., Mengis, Nadine, Antoniello, Sophia
Soil Classification, Soil Chemistry, Soil Bulk Density, Nitrogen, Carbon , Soil Horizons/Profile, Soil Moisture/Water Content , Soil Water Holding Capacity