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Vegetation coverage precisely extracting and driving factors analysis in drylands 期刊论文
发表期刊: ECOLOGICAL INFORMATICS. 出版年: 2024, 卷号: 79
作者:  Wang, Haolin;  Gui, Dongwei;  Liu, Qi;  Feng, Xinlong;  Qu, Jia;  Zhao, Jianping;  Wang, Guangyan;  Wei, Guanghui
收藏  |  浏览/下载：46/0  |  提交时间：2024/10/04
Image segmentation  Fractional vegetation coverage  Arid region  Ecological restoration  Deep learning  
An enhanced drought forecasting in coastal arid regions using deep learning approach with evaporation index 期刊论文
发表期刊: ENVIRONMENTAL RESEARCH. 出版年: 2024, 卷号: 246
作者:  Al Moteri, Moteeb;  Alrowais, Fadwa;  Mtouaa, Wafa;  Aljehane, Nojood O.;  Alotaibi, Saud S.;  Marzouk, Radwa;  Hilal, Anwer Mustafa;  Ahmed, Noura Abdelaziz
收藏  |  浏览/下载：26/0  |  提交时间：2024/10/04
Coastal arid region  Drought forecasting  Standard precipitation evaporation index  Deep learning  Natural disaster  Attention  
A comparison of multiple deep learning methods for predicting soil organic carbon in Southern Xinjiang, China 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2023, 卷号: 212
作者:  Wang, Yu;  Chen, Songchao;  Hong, Yongsheng;  Hu, Bifeng;  Peng, Jie;  Shi, Zhou
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/29
Deep learning  Vis-NIR spectroscopy  Soil Organic Carbon  Arid region  Feature selection  
Deep Learning Approach with LSTM for Daily Streamflow Prediction in a Semi-Arid Area: A Case Study of Oum Er-Rbia River Basin, Morocco 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 2
作者:  Nifa, Karima;  Boudhar, Abdelghani;  Ouatiki, Hamza;  Elyoussfi, Haytam;  Bargam, Bouchra;  Chehbouni, Abdelghani
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
water resource management  semi-arid region  daily streamflow prediction  deep learning  LSTM  sequence length  FFS  
River Flow Modeling in Semi-Arid and Humid Regions Using an Integrated Method Based on LARS-WG and LSTM Models 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2023, 卷号: 37, 期号: 10, 页码: 3813-3831
作者:  Roushangar, Kiyoumars;  Abdelzad, Sadegh
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
Deep learning method  LARS-WG  Runoff  Semi-arid region  Temperature  
Utilizing deep learning machine for inflow forecasting in two different environment regions: a case study of a tropical and semi-arid region 期刊论文
发表期刊: APPLIED WATER SCIENCE. 出版年: 2022, 卷号: 12, 期号: 12
作者:  Saab, Saad Mawlood;  Othman, Faridah;  Tan, Chee Ghuan;  Allawi, Mohammed Falah;  Sherif, Mohsen;  El-Shafie, Ahmed
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/20
Reservoir inflow  Deep learning  Lead time  Tropical region  Semi-arid region  
LSTM-Based Model for Predicting Inland River Runoff in Arid Region: A Case Study on Yarkant River, Northwest China 期刊论文
发表期刊: WATER. 出版年: 2022, 卷号: 14, 期号: 11
作者:  Li, Jiaxin;  Qian, Kaixuan;  Liu, Yuan;  Yan, Wei;  Yang, Xiuyun;  Luo, Geping;  Ma, Xiaofei
收藏  |  浏览/下载：21/0  |  提交时间：2024/09/20
deep learning  Long-Short Term Memory (LSTM)  inland river in arid region  runoff prediction  water resource management  
Modeling the response of ecological service value to land use change through deep learning simulation in Lanzhou, China 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 796
作者:  Liu, Jiamin;  Xiao, Bin;  Jiao, Jizong;  Li, Yueshi;  Wang, Xiaoyun
收藏  |  浏览/下载：45/0  |  提交时间：2021/11/19
Deep learning  Land use change  Ecological service value  Scenario simulation  Semi-arid region  Lanzhou  
Effects of plastic sheet on water saving and yield under furrow irrigation method in semi-arid region 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF AGRICULTURAL AND BIOLOGICAL ENGINEERING. 出版年: 2018, 卷号: 11, 期号: 1, 页码: 172-177
作者:  Memon, Muhammad Sohail;  Ali, Kausar;  Siyal, Altaf Ali;  Guo, Jun;  Memon, Shamim Ara;  Soomro, Shakeel Ahmed;  Memon, Noreena;  Ji, Changying
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/29
furrow irrigation  semi-arid region  water saving  yield  plastic sheet  deep percolation  okra crop  soil pH  
干旱胁迫下栽植模式对葡萄根际土壤湿度和光合效率的影响 期刊论文
发表期刊: 西北植物学报. 出版年: 2018, 卷号: 38, 期号: 6, 页码: 1146-1152
作者:  郭金丽;  李晓艳;  李志伟;  李连国
收藏  |  浏览/下载：21/0  |  提交时间：2019/11/29
northwest arid region  grape  deep-furrow planting  soil moisture  water utilization  photosynthetic efficiency