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Monitoring soil salinization and its spatiotemporal variation at different depths across the Yellow River Delta based on remote sensing data with multi-parameter optimization 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2021
作者:  Cheng, Tiantian;  Zhang, Jiahua;  Zhang, Sha;  Bai, Yun;  Wang, Jingwen;  Li, Shuaishuai;  Javid, Tehseen;  Meng, Xianglei;  Sharma, Til Prasad Pangali
收藏  |  浏览/下载：28/0  |  提交时间：2022/02/12
Soil salinization  Remote sensing  Multi-parameter optimization  Yellow River Delta  Spatiotemporal dynamic  
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
作者:  Mohammadifar, Aliakbar;  Gholami, Hamid;  Golzari, Shahram;  Collins, Adrian L.
收藏  |  浏览/下载：30/0  |  提交时间：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
作者:  Boudibi, Samir;  Sakaa, Bachir;  Benguega, Zineeddine;  Fadlaoui, Haroun;  Othman, Tarek;  Bouzidi, Narimen
收藏  |  浏览/下载：15/0  |  提交时间：2021/08/05
Soil salinity  Cokriging  Multilayer perceptron  Machine learning  El-Outaya plain  
Analysis and prediction of land cover changes using the land change modeler (LCM) in a semiarid river basin, Iran 期刊论文
发表期刊: LAND DEGRADATION & DEVELOPMENT. 出版年: 2021, 卷号: 32, 期号: 10, 页码: 3092-3105
作者:  Khoshnood Motlagh, Sajad;  Sadoddin, Amir;  Haghnegahdar, Amin;  Razavi, Saman;  Salmanmahiny, Abdolrassoul;  Ghorbani, Khalil
收藏  |  浏览/下载：5/0  |  提交时间：2021/07/30
Hable‐  Rud River basin  land change modeler  land change prediction  remote sensing  semiarid river basin  
Prediction of ecological and geological niches of Salvadora oleoides in arid zones of India: causes and consequences of global warming 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 6
作者:  Bhandari, Maneesh S.;  Shankhwar, Rajeev;  Maikhuri, Sandeep;  Pandey, Shailesh;  Meena, Rajendra K.;  Ginwal, Harish S.;  Kant, Rama;  Rawat, Parveen S.;  Cacador Martins-Ferreira, Marco Antonio;  Carrera Silveira, Livia Helena
收藏  |  浏览/下载：27/0  |  提交时间：2021/07/30
Salvadora oleoides  MaxEnt model  Koppen-Geiger climate classification system  Geological analysis  
Land capability evaluation using NRCS agricultural land evaluation and site assessment (LESA) system in a semi-arid region of Iran 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2021, 卷号: 80, 期号: 4
作者:  Esmaeili, Ensieh;  Shahbazi, Farzin;  Sarmadian, Fereydoon;  Jafarzadeh, Ali Asghar;  Hayati, Babollah
收藏  |  浏览/下载：20/0  |  提交时间：2021/07/30
Land capability  LESA system  Semi-arid  Thematic maps  GIS  
Long-term cultivation effects on soil properties variations in different landforms in an arid region of eastern Iran 期刊论文
发表期刊: CATENA. 出版年: 2021, 卷号: 206
作者:  Maleki, Sedigheh;  Karimi, Alireza;  Zeraatpisheh, Mojtaba;  Poozeshi, Reza;  Feizi, Hassan
收藏  |  浏览/下载：7/0  |  提交时间：2021/11/19
Arid regions  Continuous cultivation  Geomorphology  Soil classification  Soil degradation  Soil salinity  
Prediction of desert locust breeding areas using machine learning methods and SMOS (MIR_SMNRT2) Near Real Time product 期刊论文
发表期刊: JOURNAL OF ARID ENVIRONMENTS. 出版年: 2021, 卷号: 194
作者:  Gomez, Diego;  Salvador, Pablo;  Sanz, Julia;  Rodrigo, Juan Fernando;  Gil, Jorge;  Casanova, Jose Luis
收藏  |  浏览/下载：26/0  |  提交时间：2021/11/19
Forecast tool  Pests  Remote sensing  Soil moisture  
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
作者:  Taghizadeh-Mehrjardi, Ruhollah;  Schmidt, Karsten;  Toomanian, Norair;  Heung, Brandon;  Behrens, Thorsten;  Mosavi, Amirhosein;  Band, Shahab S.;  Amirian-Chakan, Alireza;  Fathabadi, Aboalhasan;  Scholten, Thomas
收藏  |  浏览/下载：22/0  |  提交时间：2021/01/07
Digital soil mapping  Machine learning  Soil salinity  Support vector regression  Wavelet transformation  
Validation and Comparison of Physical Models for Soil Salinity Mapping over an Arid Landscape Using Spectral Reflectance Measurements and Landsat-OLI Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 3
作者:  Al-Ali, Z. M.;  Bannari, A.;  Rhinane, H.;  El-Battay, A.;  Shahid, S. A.;  Hameid, N.
收藏  |  浏览/下载：6/0  |  提交时间：2021/03/08
soil salinity  salinity models  remote sensing  spectral reflectance simulation  Landsat-OLI image  electrical conductivity  validation