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Effects of climate change on the distribution of threatened invertebrates in a Mediterranean hotspot 期刊论文
发表期刊: INSECT CONSERVATION AND DIVERSITY. 出版年: 2022
作者:  Martin-Velez, Victor;  Abellan, Pedro
收藏  |  浏览/下载：26/0  |  提交时间：2022/03/17
endemic species  global warming  Iberian Peninsula  niche shift  species distribution models  vulnerability  
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  
Assessment of the Canary current upwelling system in a regionally coupled climate model 期刊论文
发表期刊: CLIMATE DYNAMICS. 出版年: 2021
作者:  Vazquez, Ruben;  Parras-Berrocal, Ivan;  Cabos, William;  Sein, Dmitry V.;  Mananes, Rafael;  Izquierdo, Alfredo
收藏  |  浏览/下载：16/0  |  提交时间：2021/11/19
Canary current  Coastal upwelling  REMO-OASIS-MPIOM  Climate assessment  Regional climate modelling  
Integration of statistical models and ensemble machine learning algorithms (MLAs) for developing the novel hybrid groundwater potentiality models: a case study of semi-arid watershed in Saudi Arabia 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Mallick, Javed;  Talukdar, Swapan;  Alsubih, Majed;  Almesfer, Mohammed K.;  Shahfahad;  Hang, Hoang Thi;  Rahman, Atiqur
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/29
Groundwater potential modelling  ensemble machine learning algorithm  statistical models  novel hybrid models  information gain ratio  
The present and future offshore wind resource in the Southwestern African region 期刊论文
发表期刊: CLIMATE DYNAMICS. 出版年: 2021, 卷号: 56, 期号: 5-6, 页码: 1371-1388
作者:  Lima, Daniela C. A.;  Soares, Pedro M. M.;  Cardoso, Rita M.;  Semedo, Alvaro;  Cabos, William;  Sein, Dmitry V.
收藏  |  浏览/下载：3/0  |  提交时间：2021/07/30
Wind offshore resource  Climate change  Eastern boundary current system  Southwestern African region  Regional climate modelling  
Proposing receiver operating characteristic-based sensitivity analysis with introducing swarm optimized ensemble learning algorithms for groundwater potentiality modelling in Asir region, Saudi Arabia 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Mallick, Javed;  Talukdar, Swapan;  Alsubih, Majed;  Ahmed, Mohd.;  Islam, Abu Reza Md Towfiqul;  Shahfahad;  Thanh, Nguyen Viet
收藏  |  浏览/下载：2/0  |  提交时间：2021/07/30
ROC-based sensitivity  particle swarm optimization  Artificial intelligence  groundwater  Asir region  
Deterministic Analysis and Uncertainty Analysis of Ensemble Forecasting Model Based on Variational Mode Decomposition for Estimation of Monthly Groundwater Level 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 2
作者:  Wu, Min;  Feng, Qi;  Wen, Xiaohu;  Yin, Zhenliang;  Yang, Linshan;  Sheng, Danrui
收藏  |  浏览/下载：14/0  |  提交时间：2021/03/08
uncertainty analysis  groundwater level prediction  hybrid predictive model  variational mode decomposition  Boruta technique  extreme learning machine  
Herbivory and misidentification of target habitat constrain region-wide restoration success of spekboom (Portulacaria afra) in South African subtropical succulent thicket 期刊论文
发表期刊: PEERJ. 出版年: 2021, 卷号: 9
作者:  van der Vyver, Marius L.;  Mills, Anthony J.;  Difford, Mark;  Cowling, Richard M.
收藏  |  浏览/下载：22/0  |  提交时间：2021/11/19
Ecological restoration  Herbivory  Portulacaria afra  Spekboom  Subtropical thicket  Target habitat  Restoration planting  Biome-scale  
Assessment of CHADFDM satellite-based input dataset for the groundwater recharge estimation in arid and data scarce regions 期刊论文
发表期刊: HYDROLOGICAL PROCESSES. 出版年: 2021, 卷号: 35, 期号: 6
作者:  Salehi Siavashani, Nafiseh;  Jimenez-Martinez, Joaquin;  Vaquero, Guillermo;  Elorza, Francisco J.;  Sheffield, Justin;  Candela, Lucila;  Serrat-Capdevila, Aleix
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/29
CHADFDM data set  ground-satellite meteorological data  groundwater recharge modelling  Lake Chad Basin