From calibration to parameter learning: Harnessing the scaling effects of big data in geoscientific modeling
2021
Tsai, Wen-Ping, Feng, Dapeng, Pan, Ming, Beck, Hylke, Lawson, Kathryn, Yang, Yuan, Liu, Jiangtao, Shen, Chaopeng
Evapotranspiration , Latent Heat Flux, Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Land Surface Temperature , Surface Soil Moisture
Global CO2 Consumption by Silicate Rock Chemical Weathering: Its Past and Future
2021
Zhang, Sirui, Bai, Xiaoyong, Zhao, Cuiwei, Tan, Qiu, Luo, Guangjie, Wang, Jinfeng, Li, Qin, Wu, Luhua, Chen, Fei, Li, Chaojun, Deng, Yuanhong, Yang, Yujie, Xi, Huipeng
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
Global drought monitoring with big geospatial datasets using Google Earth Engine
2021
Khan, Ramla, Gilani, Hammad
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 , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Global ecosystem-scale plant hydraulic traits retrieved using modeldata fusion
2021
Liu, Yanlan, Holtzman, Nataniel M., Konings, Alexandra G.
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 Water Content, Skin Temperature, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Evapotranspiration in the Amazon: spatial patterns, seasonality, and recent trends in observations, reanalysis, and climate models
2021
Baker, Jessica C. A., Garcia-Carreras, Luis, Gloor, Manuel, Marsham, John H., Buermann, Wolfgang, da Rocha, Humberto R., Nobre, Antonio D., de Araujo, Alessandro Carioca, Spracklen, Dominick V.
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration , Latent Heat Flux, Soil Moisture/Water Content , Soil Porosity
Ex ante mapping of favorable zones for uptake of climate-smart agricultural practices: A case study in West Africa
2021
Andrieu, Nadine, Dumas, Patrice, Hemmerle, Emma, Caforio, Francesca, Falconnier, Gatien N., Blanchard, Melanie, Vayssieres, Jonathan
Carbon , Food Security , Carbon , Cation Exchange Capacity, Organic Matter
Exploring the Application of Flood Scaling Property in Hydrological Model Calibration
2021
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
Filling the Gap in Cascadia: The Emergence of LowAmplitude LongTerm Slow Slip
2021
Nuyen, Carolyn P., Schmidt, David A.
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
Fire effects on the persistence of soil organic matter and long-term carbon storage
2021
Pellegrini, Adam F. A., Harden, Jennifer, Georgiou, Katerina, Hemes, Kyle S., Malhotra, Avni, Nolan, Connor J., Jackson, Robert B.
Carbon , Cation Exchange Capacity, Organic Matter
First attempt of global-scale assimilation of subdaily scale soil moisture estimates from CYGNSS and SMAP into a land surface model
2021
Kim, Hyunglok, Lakshmi, Venkataraman, Kwon, Yonghwan, Kumar, Sujay V
Soil Moisture/Water Content
Global potential for harvesting drinking water from air using solar energy
2021
Lord, Jackson, Thomas, Ashley, Treat, Neil, Forkin, Matthew, Bain, Robert, Dulac, Pierre, Behroozi, Cyrus H., Mamutov, Tilek, Fongheiser, Jillia, Kobilansky, Nicole, Washburn, Shane, Truesdell, Claudia, Lee, Clare, Schmaelzle, Philipp H.
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
Global predictions of primary soil salinization under changing climate in the 21st century
2021
Hassani, Amirhossein, Azapagic, Adisa, Shokri, Nima
Land Use/Land Cover Classification , Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile
Global pattern of pollution manufacturing index
2021
Cai, Qixiang, Yan, Xiaodong
Photosynthesis, Primary Production, Vegetation Productivity, Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile
Global patterns and climatic controls of forest structural complexity
2021
Ehbrecht, Martin, Seidel, Dominik, Annighofer, Peter, Kreft, Holger, Kohler, Michael, Zemp, Delphine Clara, Puettmann, Klaus, Nilus, Reuben, Babweteera, Fred, Willim, Katharina, Stiers, Melissa, Soto, Daniel, Boehmer, Hans Juergen, Fisichelli, Nicholas, Burnett, Michael, Juday, Glenn, Stephens, Scott L., Ammer, Christian
Carbon , Cation Exchange Capacity, Organic Matter
Global patterns and drivers of soil total phosphorus concentration
2021
He, Xianjin, Augusto, Laurent, Goll, Daniel S., Ringeval, Bruno, Wang, Yingping, Helfenstein, Julian, Huang, Yuanyuan, Yu, Kailiang, Wang, Zhiqiang, Yang, Yongchuan, Hou, Enqing
Phosphorus, Biogeochemical Cycles , Biomass, Carbon , Nitrogen, Phosphorus, Nitrogen, Carbon , Soil Bulk Density
Global-scale assessment and inter-comparison of recently developed/reprocessed microwave satellite vegetation optical depth products
2021
Li, Xiaojun, Wigneron, Jean-Pierre, Frappart, Frederic, Fan, Lei, Ciais, Philippe, Fensholt, Rasmus, Entekhabi, Dara, Brandt, Martin, Konings, Alexandra G., Liu, Xiangzhuo, Wang, Mengjia, Al-Yaari, Amen, Moisy, Christophe
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature
Greening-induced increase in evapotranspiration over Eurasia offset by CO2-induced vegetational stomatal closure
2021
Zhang, Xuanze, Zhang, Yongqiang, Ma, Ning, Kong, Dongdong, Tian, Jing, Shao, Xingmin, Tang, Qiuhong
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 , Land Use/Land Cover Classification
Global soil moisture data derived through machine learning trained with in-situ measurements
2021
O., Sungmin, Orth, Rene
Soil Temperature, Soil Moisture/Water Content
GPS Constraints on DroughtInduced Groundwater Loss Around Great Salt Lake, Utah, With Implications for Seismicity Modulation
2021
Young, Zachary M., Kreemer, Corne, Blewitt, Geoffrey
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
GRACE-based estimates of groundwater variations over North America from 2002 to 2017
2021
Wang, Hansheng, Xiang, Longwei, Steffen, Holger, Wu, Patrick, Jiang, Liming, Shen, Qiang, Li, Zhen, Hayashi, Masaki
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 , Gravity
Identifying contributions of climatic and atmospheric changes to autumn phenology over mid-high latitudes of Northern Hemisphere
2021
Guo, Mengdi, Wu, Chaoyang, Peng, Jie, Lu, Linlin, Li, Shihua
Atmospheric Carbon Dioxide, Nitrogen Compounds, Longwave Radiation, Shortwave Radiation, Air Temperature, Precipitation Amount, Agricultural Lands, Land Use/Land Cover Classification , Leaf Characteristics, Soil Chemistry, Soil Classification, Nitrogen Oxides
Hydrologic Regionalization under Data Scarcity: Implications for
2021
Panthi, Jeeban, Talchabhadel, Rocky, Ghimire, Ganesh R., Sharma, Sanjib, Dahal, Piyush, Baniya, Rupesh, Boving, Thomas, Pradhanang, Soni M., Parajuli, Binod
Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM) , Soil Depth, Sediments
Human influence on the increasing drought risk over Southeast Asian monsoon region
2021
Zhang, Lixia, Chen, Ziming, Zhou, Tianjun
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
How head shape and substrate particle size affect fossorial locomotion in lizards
2021
Bergmann, Philip J., Berry, David S.
Soil Classification, Soil Texture
How much land is available for sustainable palm oil?
2021
Tapia, John Frederick D., Doliente, Stephen S., Samsatli, Sheila
Carbon , Cation Exchange Capacity, Organic Matter