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3D brain image-based Alzheimer's disease detection techniques using fish swarm optimizer's deep convolution Siamese neural network 期刊论文
发表期刊: EXPERT SYSTEMS. 出版年: 2022
作者:  Sampath, Rajaram;  Baskar, Manickam
收藏  |  浏览/下载：68/0  |  提交时间：2022/03/17
3D MRI brain image  Alzheimer's disease  biomarker features  deep convolution Siamese neural network  feature extraction  fish swarm optimizer  image enhancement  segmentation  
Drought disaster monitoring and land use dynamics: identification of drought drivers using regression-based algorithms 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2022
作者:  Orimoloye, Israel R.;  Olusola, Adeyemi O.;  Belle, Johanes A.;  Pande, Chaitanya B.;  Ololade, Olusola O.
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
Drought disaster  Land use dynamics  Drought drivers  Machine learning  Regression-based algorithms  
Assessing the performance of machine learning algorithms for soil salinity mapping in Google Earth Engine platform using Sentinel-2A and Landsat-8 OLI data 期刊论文
发表期刊: ADVANCES IN SPACE RESEARCH. 出版年: 2022, 卷号: 69, 期号: 2
作者:  Aksoy, Samet;  Yildirim, Aylin;  Gorji, Taha;  Hamzehpour, Nikou;  Tanik, Aysegul;  Sertel, Elif
收藏  |  浏览/下载：29/0  |  提交时间：2022/03/17
Soil salinity  Electrical conductivity  Machine learning  Cross-validation  Google Earth Engine  
Leveraging Google Earth Engine platform to characterize and map small seasonal wetlands in the semi-arid environments of South Africa 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 803
作者:  Gxokwe, Siyamthanda;  Dube, Timothy;  Mazvimavi, Dominic
收藏  |  浏览/下载：15/0  |  提交时间：2021/11/19
Limpopo River Basin  Object-based classification  Machine learning algorithm  Wetland mapping  Wetland condition  
Mapping South America's Drylands through Remote Sensing-A Review of the Methodological Trends and Current Challenges 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 3
作者:  Ganem, Khalil Ali;  Xue, Yongkang;  Rodrigues, Ariane de Almeida;  Franca-Rocha, Washington;  Oliveira, Marceli Terra de;  Carvalho, Nathalia Silva de;  Cayo, Efrain Yury Turpo;  Rosa, Marcos Reis;  Dutra, Andeise Cerqueira;  Shimabukuro, Yosio Edemir
收藏  |  浏览/下载：10/0  |  提交时间：2022/03/17
land use and land cover  aridity  drought  Landsat  MODIS  savannas  shrublands  grasslands  woodlands  
Improving the spatial prediction of soil organic carbon using environmental covariates selection: A comparison of a group of environmental covariates 期刊论文
发表期刊: CATENA. 出版年: 2022, 卷号: 208
作者:  Zeraatpisheh, Mojtaba;  Garosi, Younes;  Owliaie, Hamid Reza;  Ayoubi, Shamsollah;  Taghizadeh-Mehrjardi, Ruhollah;  Scholten, Thomas;  Xu, Ming
收藏  |  浏览/下载：14/0  |  提交时间：2021/11/19
Soil organic carbon  Spatial prediction  Environmental covariates  Time-series vegetation indices  Machine learning  Uncertainty  
Study Launches on Extreme Heat Risk in Coastal Communities 科技资讯
发布日期: 2021
收藏  |  浏览/下载：18/0  |  提交时间：2021/06/30
Impacts of groundwater and climate variability on terrestrial groundwater dependent ecosystems: a review of geospatial assessment approaches and challenges and possible future research directions 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Chiloane, Chantel;  Dube, Timothy;  Shoko, Cletah
收藏  |  浏览/下载：23/0  |  提交时间：2021/11/29
Arid environments  cloud computing  groundwater resources  satellite data  vegetation responses  
Conformity and Conservation: Evidence from Home Landscaping and Water ConservationJEL codes 期刊论文
发表期刊: AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS. 出版年: 2021
作者:  Burkhardt, Jesse;  Chan, Nathan W.;  Bollinger, Bryan;  Gillingham, Kenneth T.
收藏  |  浏览/下载：6/0  |  提交时间：2021/11/29
Conformity  hedonics  landscaping  water conservation  D91  Q25  Q51  R14  R21  
A hybrid framework for forecasting monthly reservoir inflow based on machine learning techniques with dynamic climate forecasts, satellite-based data, and climate phenomenon information 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Tian, Di;  He, Xiaogang;  Srivastava, Puneet;  Kalin, Latif
收藏  |  浏览/下载：23/0  |  提交时间：2021/11/29
Reservoir inflow forecast  Machine learning  Dynamic climate forecast  Climate indices  Satellite-based soil moisture and evaporation  Multi-model ensemble