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Predictive Risk Mapping of Schistosomiasis in Madagascar Using Ecological Niche Modeling and Precision Mapping 期刊论文
发表期刊: TROPICAL MEDICINE AND INFECTIOUS DISEASE. 出版年: 2022, 卷号: 7, 期号: 2
Creator:  Deka, Mark A.
Favorite  |  View/Download：19/0  |  Submit date：2022/03/17
disease mapping  geographic information science  schistosomiasis  precision public health  ecological niche modeling  
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
Creator:  Zeraatpisheh, Mojtaba;  Garosi, Younes;  Owliaie, Hamid Reza;  Ayoubi, Shamsollah;  Taghizadeh-Mehrjardi, Ruhollah;  Scholten, Thomas;  Xu, Ming
Favorite  |  View/Download：11/0  |  Submit date：2021/11/19
Soil organic carbon  Spatial prediction  Environmental covariates  Time-series vegetation indices  Machine learning  Uncertainty  
The effects of climate change and fluctuations on the riparian bird communities of the arid Intermountain West 期刊论文
发表期刊: ANIMAL CONSERVATION. 出版年: 2021
Creator:  Neate-Clegg, M. H. C.;  Horns, J. J.;  Buchert, M.;  Pope, T. L.;  Norvell, R.;  Parrish, J. R.;  Howe, F.;  Sekercioglu, C. H.
Favorite  |  View/Download：21/0  |  Submit date：2021/11/29
demographic rates  El Nino  NDVI  precipitation  species richness  temperature  CMR models  climate change  
Spatial prediction of soil surface properties in an arid region using synthetic soil image and machine learning 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
Creator:  Naimi, Salman;  Ayoubi, Shamsollah;  Dematte, Jose A. M.;  Zeraatpisheh, Mojtaba;  Amorim, Merilyn Taynara Accorsi;  Mello, Fellipe Alcantara de Oliveira
Favorite  |  View/Download：25/0  |  Submit date：2021/11/29
Spatial prediction  environmental covariates  synthetic soil image (SySI)  Cubist  random forest  machine learning  
Spatial modelling of soil salinity: deep or shallow learning models? 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2021
Creator:  Mohammadifar, Aliakbar;  Gholami, Hamid;  Golzari, Shahram;  Collins, Adrian L.
Favorite  |  View/Download：19/0  |  Submit date：2021/07/30
Deep learning models  Shallow machine learning models  Soil salinity spatial maps  Deep convolutional neural networks  
Spatial prediction and modeling of soil salinity using simple cokriging, artificial neural networks, and support vector machines in El Outaya plain, Biskra, southeastern Algeria 期刊论文
发表期刊: ACTA GEOCHIMICA. 出版年: 2021, 卷号: 40, 期号: 3, 页码: 390-408
Creator:  Boudibi, Samir;  Sakaa, Bachir;  Benguega, Zineeddine;  Fadlaoui, Haroun;  Othman, Tarek;  Bouzidi, Narimen
Favorite  |  View/Download：9/0  |  Submit date：2021/08/05
Soil salinity  Cokriging  Multilayer perceptron  Machine learning  El-Outaya plain  
High resolution middle eastern soil attributes mapping via open data and cloud computing 期刊论文
发表期刊: GEODERMA. 出版年: 2021, 卷号: 385
Creator:  Poppiel, Raul Roberto;  Melo Dematte, Jose Alexandre;  Rosin, Nicolas Augusto;  Campos, Lucas Rabelo;  Tayebi, Mahboobeh;  Bonfatti, Benito Roberto;  Ayoubi, Shamsollah;  Tajik, Samaneh;  Afshar, Farideh Abbaszadeh;  Jafari, Azam;  Hamzehpour, Nikou;  Taghizadeh-Mehrjardi, Ruhollah;  Ostovari, Yaser;  Asgari, Najmeh;  Naimi, Salman;  Nabiollahi, Kamal;  Fathizad, Hassan;  Zeraatpisheh, Mojtaba;  Javaheri, Fatemeh;  Doustaky, Maryam;  Naderi, Mehdi;  Dehghani, Somayeh;  Atash, Saeedeh;  Farshadirad, Akram;  Mirzaee, Salman;  Shahriari, Ali;  Ghorbani, Maryam;  Rahmati, Mehdi
Favorite  |  View/Download：12/0  |  Submit date：2021/03/08
Soil science  Pedometry  Random forest  Google earth engine  Uncertainty  
Predicting mammal responses to pyrodiversity: From microbats to macropods 期刊论文
发表期刊: BIOLOGICAL CONSERVATION. 出版年: 2021, 卷号: 256
Creator:  Senior, Katharine L.;  Giljohann, Katherine M.;  McCarthy, Michael A.;  Rainsford, Frederick W.;  Kelly, Luke T.
Favorite  |  View/Download：1/0  |  Submit date：2021/11/29
Biodiversity  Conservation planning  Fire  Mallee  Maps  Species distribution model  
Food deserts and cardiovascular health among young adults 期刊论文
发表期刊: PUBLIC HEALTH NUTRITION. 出版年: 2021, 卷号: 24, 期号: 1, 页码: 117-124
Creator:  Testa, Alexander;  Jackson, Dylan B.;  Semenza, Daniel C.;  Vaughn, Michael G.
Favorite  |  View/Download：2/0  |  Submit date：2021/03/08
Food desert  Cardiovascular health  Nutrition  Health  
Improving the spatial prediction of soil salinity in arid regions using wavelet transformation and support vector regression models 期刊论文
发表期刊: GEODERMA. 出版年: 2021, 卷号: 383
Creator:  Taghizadeh-Mehrjardi, Ruhollah;  Schmidt, Karsten;  Toomanian, Norair;  Heung, Brandon;  Behrens, Thorsten;  Mosavi, Amirhosein;  Band, Shahab S.;  Amirian-Chakan, Alireza;  Fathabadi, Aboalhasan;  Scholten, Thomas
Favorite  |  View/Download：14/0  |  Submit date：2021/01/07
Digital soil mapping  Machine learning  Soil salinity  Support vector regression  Wavelet transformation