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Publications Citing Land Surface Data

List of peer-reviewed publications that cite using Land Surface data.
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An assessment of regional variations in cloud characteristics using machine learning models: a case study over north-western and north-eastern regions of India Mevada, Niyati, Srivastava, Rohit, Shah, Ruchita, Sharma, Som Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction
A geophysical investigation of the Roter Kamm impact crater, Namibia Nienhaus, Hannah, Yogeshwar, Pritam, Morbe, Wiebke, Tezkan, Bulent, Liu, Yajun, Lushetile, Bufelo, Melles, Martin Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
A satellite-driven approach to estimating delivered irrigation water via SM-based inversion algorithm: A case study of the Doroodzan irrigation district, Iran Afrasiabikia, Peyman, Parvaresh Rizi, Atefeh, Brocca, Luca Brightness Temperature, Surface Soil Moisture
Accelerating High Mountain Asia Glacier Loss From ICESat and ICESat-2 Hassan, Javed, Colgan, William, Nielsen, Karina, Bhakta Kayastha, Rijan, Khadka, Mira, Abbas Khan, Shfaqat Digital Elevation/Terrain Model (DEM), Glacier Elevation/Ice Sheet Elevation, Glacier Topography/Ice Sheet Topography, Ice Roughness, Ice Sheets, Reflectance, Sea Surface Height, Sea Surface Slope, Surface Roughness, Terrain Elevation
A time series deep learning algorithm for soil moisture retrieval from Sentinel-1 data using Transformer Ndekelu, Lina N., Zhang, Hankui K., Bwangoy, Jean Robert, Henebry, Geoffrey M., Maimaitijiang, Maitiniyazi, Zhang, Xiaoyang, Lumbuenamo, Raymond, Liu, Pang-Wei, Gao, Lun Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
A spatialtemporal seamless reconstruction method for high-resolution 16 m daily land surface albedo products Guo, Zhaotong, Wen, Jianguang, You, Dongqin, Tang, Yong, Piao, Sen, Liu, Qinhuo, Xiao, Qing Albedo, Anisotropy
A new index used to characterise the extent of Antarctic marine coastal winds in climate projections Cable, Archie, Caton Harrison, Thomas, Kent, Elizabeth, Cornes, Richard, Bracegirdle, Thomas J. Surface Temperature, Skin Temperature, Upper Air Temperature, Air Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Atmospheric Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Altitude, Boundary Layer Winds
A near-global dataset of dissolved organic carbon concentrations and yields in forested headwater streams Liu, Dong, Chang, Ruiying, Tang, Haiping Autotrophic Respiration (ra), Heterotrophic Respiration (rh), Photosynthesis, Primary Production, Vegetation Productivity
A hybrid machine learning model for flood prediction with recursive feature elimination informed by training performance Gong, Liying, Woo, Wai Lok, Wu, Yue Ivan, Zheng, Xiujuan RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Total Surface Precipitation Rate
A localized plant species-specific BVOC emission rate library of China established using a developed statistical approach based on field measurements Han, Huijuan, Jia, Yanqi, Shi, Rende, Nie, Changliang, Kajii, Yoshizumi, Wu, Yan, Li, Lingyu Land Use/Land Cover Classification
A review of forward modelling and retrieval approaches for forest soil Colliander, Andreas, Schwank, Mike, Zhou, Yiwen, Kurum, Mehmet, Vittucci, Cristina, Tsang, Leung, Roy, Alex, Berg, Aaron Brightness Temperature, Surface Soil Moisture, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC)
A review of hydropower in Central Asia: Past, present, and future De Keyser, Jan, Fuentes, Patricia Osuna, Hayes, Daniel S., Habersack, Helmut Lakes/Reservoirs, Land Use/Land Cover
A review of spatial models of forest regeneration to guide forest Tomas de Souza e Miranda, Frederico, Sloan, Sean, Santin Brancalion, Pedro Henrique, Molin, Paulo Guilherme Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
A new scenario architecture to capture granularity of governance within and across Shared Socioeconomic Pathways Sarkki, Simo, Rasmus, Sirpa, Habeck, Joachim Otto, Matthes, Heidrun, Pihlajamaki, Mia, Eronen, Jussi T. Tourism, Infrastructure, Public Health, Poverty Levels, Sustainability, Land Use/Land Cover, Food Security, Environmental Governance/Management, Natural Hazards, Environmental Health Factors, Population Distribution, Urbanization/Urban Sprawl, Water Resources
A new, long-term root zone soil moisture dataset for operational agricultural drought monitoring over Africa Maidment, Ross I., Quaife, Tristan, Pinnington, Ewan, Black, Emily, Ejigu, Amsalework, Kumar, Dhirendra, Thomas, Simon 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, Surface Temperature, Humidity, Surface Winds, Precipitation Rate, Ground Water
A novel light use efficiency model incorporating stand age to improve monitoring of mangrove productivity and biomass accumulation Li, Shihua, Wei, Xu, Lin, Wei, Li, Peng Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height
A Record-Breaking HeatwaveDrought Compound Event in Jiangxi, China, During Summer 2022 Li, Yichen, Kong, Yang, Wang, Chenxu, Qin, Yi, Yang, Shengwang, Lu, Chuhan Vegetation Index, Normalized Difference Vegetation Index (NDVI)
A high performance assimilation of surface soil moisture based on a Zhu, Shuang, Zha, Gang, Wang, Qi, Ma, Siyu, Qin, Hui Land Use/Land Cover Classification
A high resolution urban and rural settlement map of Africa using deep learning and satellite imagery Kakooei, Mohammad, Bailie, James, Pettersson, Markus B., Soderberg, Albin, Becevic, Albin, Daoud, Adel Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems, Conservation, Sustainability
A CNN-Transformer Hybrid Framework for Mapping Annual Wheat Fractional Cover from 2001-2023 using MODIS Satellite Data over Asia Li, Wenyuan, Liang, Shunlin, Chen, Yongzhe, Ma, Han, Xu, Jianglei, Ma, Yichuan, Chen, Zhongxin, Fang, Husheng, Zhang, Fengjiao Reflectance
A machine learning-based wildfire susceptibility mapping framework for Yan, Kaida, Zhao, Fengjun, Shu, Lifu, Liu, Yongqiang, Wang, Mingyu, Si, Liqing, Li, Weike, Li, Xiaoxiao, Zhang, Shiyuan, Li, Siwei, Wang, Jinglu Photosynthesis, Primary Production, Vegetation Productivity, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
A fundamental trade-off among resilience, resistance, efficiency, and Lerner, Joshua E., Feagin, Rusty A., Huff, Thomas P., Najjar, Raymond G., Layton, Astrid, Herrmann, Maria, Fuentes, Jose D. Wetlands, Wetlands, Coastal, Gross Primary Production (gpp), Intertidal Zone
Analysis of the evolutionary patterns and drivers of Capturability of Atmospheric Water (CAW) on the Qinghai-Tibet Plateau Lu, Hou-Liang, Zhou, Han, Zuo, Hui-Min, Jiao, Yu-Fei, Hu, Bill X. Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Fuzzy Cognitive Maps in Corn Yield Forecast Kokhan, Svitlana, Popov, Mykhailo, Alpert, Sofiia, Andreiev, Artem, Drozdivskyi, Oleg, Temna, Yuliia, Sybirtseva, Oksana, Dorofey, Yelizaveta Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Photosynthesis, Primary Production, Vegetation Productivity
GEMS-GER: a machine learning benchmark dataset of long-term groundwater levels in Germany with meteorological forcings and site-specific environmental ... Ohmer, Marc, Liesch, Tanja, Habbel, Bastian, Heudorfer, Benedikt, Gomez, Mariana, Clos, Patrick, Nolscher, Maximilian, Broda, Stefan Runoff, Soil Texture
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