Arid

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Groundwater level prediction in arid areas using wavelet analysis and Gaussian process regression 期刊论文
发表期刊: ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS. 出版年: 2021, 卷号: 15, 期号: 1, 页码: 1147-1158
作者:  Band, Shahab S.;  Heggy, Essam;  Bateni, Sayed M.;  Karami, Hojat;  Rabiee, Mobina;  Samadianfard, Saeed;  Chau, Kwok-Wing;  Mosavi, Amir
收藏  |  浏览/下载:7/0  |  提交时间:2021/11/19
Groundwater level prediction  hydrological model  Gaussian process regression  support vector  artificial intelligence  machine learning  
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:19/0  |  提交时间:2021/01/07
Digital soil mapping  Machine learning  Soil salinity  Support vector regression  Wavelet transformation  
基于连续小波变换的蒺藜植被覆盖度预测 期刊论文
发表期刊: 中国农业科技导报. 出版年: 2021, 卷号: 23, 期号: 10, 页码: 107-116
作者:  刘昕;  杨光;  林群;  张龙英;  陈昊宇;  王宁;  刘峰;  刘晨
收藏  |  浏览/下载:4/0  |  提交时间:2022/03/18
vegetation coverage  Tribulus terrestris L.  continuous wavelet transform  partial least square method  support vector machine  
Hybrid wavelet packet machine learning approaches for drought modeling 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2020, 卷号: 79, 期号: 10
作者:  Das, Prabal;  Naganna, Sujay Raghavendra;  Deka, Paresh Chandra;  Pushparaj, Jagalingam
收藏  |  浏览/下载:2/0  |  提交时间:2021/01/07
Drought  SPI  Machine learning  ANN  SVR  WP-ANN  WP-SVR  
Assessment of Sediment Load Concentration Using SVM, SVM-FFA and PSR-SVM-FFA in Arid Watershed, India: A Case Study 期刊论文
发表期刊: KSCE JOURNAL OF CIVIL ENGINEERING. 出版年: 2020, 卷号: 24, 期号: 6, 页码: 1944-1957
作者:  Samantaray, Sandeep;  Sahoo, Abinash;  Ghose, Dillip K.
收藏  |  浏览/下载:5/0  |  提交时间:2020/05/22
PSR-SVM-FFA  River basin  Sediment  SVM  SVM-FFA  
Improved mapping and understanding of desert vegetation-habitat complexes from intraannual series of spectral endmember space using cross-wavelet transform and logistic regression 期刊论文
发表期刊: REMOTE SENSING OF ENVIRONMENT. 出版年: 2020, 卷号: 236
作者:  Sun, Qiangqiang;  Zhang, Ping;  Wei, Hai;  Liu, Aixia;  You, Shucheng;  Sun, Danfeng
收藏  |  浏览/下载:3/0  |  提交时间:2020/03/23
Desert vegetation-habitat complex  Endmembers fraction series  Cross-wavelet transform  Feature parameters  Logistic regression  
Quantitative contribution of climate change and human activities to vegetation cover variations based on GA-SVM model 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2020, 卷号: 584
作者:  Huang, Shengzhi;  Zheng, Xudong;  Ma, Lan;  Wang, Hao;  Huang, Qiang;  Leng, Guoyong;  Meng, Erhao;  Guo, Yi
收藏  |  浏览/下载:5/0  |  提交时间:2020/05/22
Vegetation cover  NDVI  Quantitative analysis  The cross wavelet analysis  GA-SVM  
基于小波分解的沙尘天气发生日数预测组合模型研究--以2008-2016年策勒沙漠-绿洲过渡带沙尘天气发生时序为例 期刊论文
发表期刊: 气象. 出版年: 2019, 卷号: 45, 期号: 5, 页码: 651-658
作者:  庞金凤;  刘波;  张波;  张朋朋;  王波;  曾凡江
收藏  |  浏览/下载:26/0  |  提交时间:2019/11/29
dust weather  wavelet decomposition  combination model  autoregressive (AR) model  least square support vector machine (LSSVM) model  
Modelling long term monthly rainfall using geographical inputs: assessing heuristic and geostatistical models 期刊论文
发表期刊: METEOROLOGICAL APPLICATIONS. 出版年: 2019, 卷号: 26, 期号: 4, 页码: 698-710
作者:  Kisi, Ozgur;  Karimi, Sahar Mohsenzadeh;  Shiri, Jalal;  Keshavarzi, Ali
收藏  |  浏览/下载:4/0  |  提交时间:2021/11/30
kriging  LSSVM  MT  rainfall  
Development of multivariate adaptive regression spline integrated with differential evolution model for streamflow simulation 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2019, 卷号: 573, 页码: 1-12
作者:  Al-Sudani, Zainab Abdulelah;  Salih, Sinan Q.;  Sharafati, Ahmad;  Yaseen, Zaher Mundher
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/29
MARS-DE  Streamflow simulation  Semi-arid environment  Antecedent values