The role of machine learning on Arabica coffee crop yield based on
2022
de Carvalho Alves, Marcelo, Sanches, Luciana, Pozza, Edson Ampelio, Pozza, Adelia A.A., da Silva, Fabio Moreira
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Topographic attributes to map land use capability of soils derived from basalt
2022
de Oliveira Junior, Jairo Calderari, Mucha, Nadia Mariane, Rodrigues, Miriam Fernanda, Pellegrini, Andre, de Paula Souza, Luiz Claudio
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Torchgeo: deep learning with geospatial data
2022
Stewart, Adam J., Robinson, Caleb, Corley, Isaac A., Ortiz, Anthony, Ferres, Juan M. Lavista, Banerjee, Arindam
Coastal, Biomass, Wetlands , Canopy Characteristics
Towards a global seasonal and permanent reference water product from Sentinel-1/2 data for improved flood mapping
2022
Martinis, Sandro, Groth, Sandro, Wieland, Marc, Knopp, Lisa, Rattich, Michaela
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Uncertainty Analysis of Digital Elevation Models by Spatial Inference
2022
Hugonnet, Romain, Brun, Fanny, Berthier, Etienne, Dehecq, Amaury, Mannerfelt, Erik Schytt, Eckert, Nicolas, Farinotti, Daniel
REFLECTED INFRARED, THERMAL INFRARED, VISIBLE IMAGERY, Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Who settles where? Simulating urban growth and socioeconomic level using cellular automata and random forest regression
2022
Molar-Cruz, Anahi, Pohler, Lukas D, Hamacher, Thomas, Diepold, Klaus
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Virtual laboratory for understanding impact of heterogeneity on ecohydrologic processes across scales
2022
Wang, Kunxuan, Kumar, Praveen
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Biomass, Carbon , Atmospheric Carbon Dioxide, Nitrogen Compounds, Longwave Radiation, Shortwave Radiation, Air Temperature, Precipitation Amount, Agricultural Lands, Land Use/Land Cover Classification , Soil Chemistry, Soil Classification, Discharge, Soil Depth, Soil Moisture/Water Content , Albedo , Respiration Rate, Atmospheric Water Vapor, Runoff , Biogeochemical Cycles , Plant Characteristics, Phosphorus, Nutrients , Nitrogen, Wind Speed , Humidity , Surface Temperature , Shortwave Downward Irradiance
Water Level Change of Qinghai Lake from ICESat and ICESat-2 Laser
2022
Han, Weixiao, Huang, Chunlin, Gu, Juan, Hou, Jinliang, Zhang, Ying, Wang, Weizhen
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Using spatiotemporal fusion algorithms to fill in potentially absent satellite images for calculating soil salinity: A feasibility study
2022
Han, Lijing, Ding, Jianli, Ge, Xiangyu, He, Baozhong, Wang, Jinjie, Xie, Boqiang, Zhang, Zipeng
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Using ensemble learning to take advantage of high-resolution radar backscatter in conjunction with surface features to disaggregate SMAP soil moisture product
2022
Karami, Ayoob, Moradi, Hamid Reza, Mousivand, Alijafar, van Dijk, Albert I. J. M., Renzullo, Luigi
Land Use/Land Cover Classification , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture, Brightness Temperature, SIGMA NAUGHT
The variation of net primary productivity and underlying mechanisms vary under different drought stress in Central Asia from 1990 to 2020
2022
Li, Saibo, He, Shaoyang
Land Use/Land Cover Classification , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
The world's second-largest, recorded landslide event: Lessons learnt from the landslides triggered during and after the 2018 Mw 7.5 Papua New Guinea ...
2022
Tanyas, Hakan, Hill, Kevin, Mahoney, Luke, Fadel, Islam, Lombardo, Luigi
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
The novel mangrove environment and composition of the Amazon Delta
2022
Bernardino, Angelo F., Mazzuco, Ana Carolina A., Souza, Fernanda M., Santos, Thuareag M.T., Sanders, Christian J., Massone, Carlos G., Costa, Rodolfo F., Silva, Antonio Elves B., Ferreira, Tiago O., Nobrega, Gabriel N., Silva, Thiago S.F., Kauffman, J. Boone
Coastal, Biomass, Wetlands , Canopy Characteristics
Towards ice-thickness inversion: an evaluation of global digital elevation models (DEMs) in the glacierized Tibetan Plateau
2022
Chen, Wenfeng, Yao, Tandong, Zhang, Guoqing, Li, Fei, Zheng, Guoxiong, Zhou, Yushan, Xu, Fenglin
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Ice Velocity, Glacier Elevation/Ice Sheet Elevation
Automated neural network identification of cirques
2021
Scuderi, Louis A., Nagle-McNaughton, Timothy
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Automatically selecting hot and cold pixels for satellite actual evapotranspiration estimation under different topographic and climatic conditions
2021
Saboori, Mojtaba, Mokhtari, Ali, Afrasiabian, Yasamin, Daccache, Andre, Alaghmand, Sina, Mousivand, Yousef
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Assessment of snow cover variability and its sensitivity to hydrometeorological factors in the Karakoram and Himalayan region
2021
Dharpure, Jaydeo K., Goswami, Ajanta, Patel, Akansha, Kulkarni, Anil V., Snehmani
Emissivity, Land Surface Temperature , 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 , Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, RADAR IMAGERY
Assessment of vertical accuracy of open source 30m resolution space-borne digital elevation models
2021
Talchabhadel, Rocky, Nakagawa, Hajime, Kawaike, Kenji, Yamanoi, Kazuki, Thapa, Bhesh Raj
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, RADAR IMAGERY
Are land use options in viticulture and oliviculture in agreement with bioclimatic shifts in portugal?
2021
Andrade, Cristina, Fonseca, Andre, Santos, Joao Andrade
RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM)
Applications of SPOT-7 tri-stereo imagery in deriving the surface topography and mass changes of glaciers in Indian Himalaya
2021
Gaddam, Vinay Kumar, Kulkarni, Anil V., Bjornsson, Helgi, Gullapalli, Sriram, Ballina, Mallesh
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Visible Radiance, Infrared Radiance, THERMAL INFRARED
Anthropogenic influences on the variation of runoff and sediment load of the Mahanadi River basin
2021
Kar, Rohan, Sarkar, Arindam
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, RADAR IMAGERY
Application of anisotropy of magnetic susceptibility (AMS) fabrics to determine the kinematics of active tectonics: examples from the Betic Cordillera, Spain ...
2021
Anastasio, David J., Pazzaglia, Frank J., Pares, Josep M., Kodama, Kenneth P., Berti, Claudio, Fisher, James A., Montanari, Alessandro, Carnes, Lorraine K.
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps
Assessing the effects of georeferencing error in a vertical comparison study of GDEMs on a local scale
2021
Babadi, Masoud, Nadi, Saeed, Boresh-Navard, Pouyan, Sheikholeslami, Mohammad Moein, Samiei, Mohammad, Sadeghi, Vahid
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, RADAR IMAGERY
Assessing the impact of bridge construction on the land use/cover and socio-economic indicator time series: A case study of Hangzhou Bay Bridge
2021
Chu, Lixia, Zou, Yuting, Masiliunas, Dainius, Blaschke, Thomas, Verbesselt, Jan
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Assessing the impact of drought conditions on groundwater potential in Godavari Middle Sub-Basin, India using analytical hierarchy process and random forest machine learning algorithm
2021
Masroor, Md, Rehman, Sufia, Sajjad, Haroon, Rahaman, Md Hibjur, Sahana, Mehebub, Ahmed, Raihan, Singh, Roshani
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)