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Flood susceptibility mapping in an arid region of Pakistan through ensemble machine learning model 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2022
作者:  Yaseen, Andaleeb;  Lu, Jianzhong;  Chen, Xiaoling
收藏  |  浏览/下载：12/0  |  提交时间：2022/03/17
Flash flood  Logistic regression  Support vector machine  Multi-layer perceptron  Ensemble classifier  
Desert Seismic Signal Denoising Based on Unsupervised Feature Learning and Time-Frequency Transform Technique 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2022
作者:  Li, Mo;  Li, Yue;  Tian, Yanan;  Wu, Ning
收藏  |  浏览/下载：11/0  |  提交时间：2022/02/12
Feature extraction  Transforms  Broadband communication  Noise reduction  Time-frequency analysis  Thin film transistors  Signal to noise ratio  Denoising  desert seismic random broadband noise  feature learning  sparse filtering  variational mode decomposition (VMD)  
Application of ensemble machine learning model in downscaling and projecting climate variables over different climate regions in Iran 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2022
作者:  Asadollah, Seyed Babak Haji Seyed;  Sharafati, Ahmad;  Shahid, Shamsuddin
收藏  |  浏览/下载：13/0  |  提交时间：2021/11/19
Global climate model  Shared socioeconomic pathways scenarios  Gradient Boosting Regression Tree  Climate downscaling  Climate change projections  
Where should China practice forestry in a warming world? 期刊论文
发表期刊: GLOBAL CHANGE BIOLOGY. 出版年: 2022
作者:  Zhang, Lei;  Sun, Pengsen;  Huettmann, Falk;  Liu, Shirong
收藏  |  浏览/下载：13/0  |  提交时间：2022/03/17
afforestation  climate change  climax vegetation  forestation failure  Hu Line  range shift  reforestation  tree planting  
Climate and demography drive 7000 years of dietary change in the Central Andes 期刊论文
发表期刊: SCIENTIFIC REPORTS. 出版年: 2022, 卷号: 12, 期号: 1
作者:  Wilson, Kurt M.;  McCool, Weston C.;  Brewer, Simon C.;  Zamora-Wilson, Nicole;  Schryver, Percy J.;  Lamson, Roxanne Lois F.;  Huggard, Ashlyn M.;  Coltrain, Joan Brenner;  Contreras, Daniel A.;  Codding, Brian F.
收藏  |  浏览/下载：13/0  |  提交时间：2022/03/17
New high-resolution estimates of the permafrost thermal state and hydrothermal conditions over the Northern Hemisphere 期刊论文
发表期刊: EARTH SYSTEM SCIENCE DATA. 出版年: 2022, 卷号: 14, 期号: 2, 页码: 865-884
作者:  Ran, Youhua;  Li, Xin;  Cheng, Guodong;  Che, Jingxin;  Aalto, Juha;  Karjalainen, Olli;  Hjort, Jan;  Luoto, Miska;  Jin, Huijun;  Obu, Jaroslav;  Hori, Masahiro;  Yu, Qihao;  Chang, Xiaoli
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
Leaf Area Index Estimation of Pergola-Trained Vineyards in Arid Regions Based on UAV RGB and Multispectral Data Using Machine Learning Methods 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Ilniyaz, Osman;  Kurban, Alishir;  Du, Qingyun
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
leaf area index (LAI)  light extinction coefficient  unmanned aerial vehicles (UAV)  multispectral data  RGB data  machine learning  pergola-trained vineyards  
Sunshine duration measurements and predictions in Saharan Algeria region: an improved ensemble learning approach 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2022
作者:  El-kenawy, El-Sayed M.;  Ibrahim, Abdelhameed;  Bailek, Nadjem;  Bouchouicha, Kada;  Hassan, Muhammed A.;  Jamei, Mehdi;  Al-Ansari, Nadhir
收藏  |  浏览/下载：23/0  |  提交时间：2022/02/12
Sunshine duration  Solar energy  Hybrid ensemble learning approach  Algerian desert  
Deep Learning for Vegetation Health Forecasting: A Case Study in Kenya 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 3
作者:  Lees, Thomas;  Tseng, Gabriel;  Atzberger, Clement;  Reece, Steven;  Dadson, Simon
收藏  |  浏览/下载：12/0  |  提交时间：2022/03/17
machine learning  deep learning  drought  vegetation health  
Mapping land suitability for informal, small-scale irrigation development using spatial modelling and machine learning in the Upper East Region, Ghana 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 803
作者:  Akpoti, Komlavi;  Higginbottom, Thomas P.;  Foster, Timothy;  Adhikari, Roshan;  Zwart, Sander J.
收藏  |  浏览/下载：11/0  |  提交时间：2022/02/12
Food security  Small-scale farmers  Farmer led-irrigation  Semi-arid region  Land suitability  Ecological niche modelling