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Spatio-temporal modeling of climate change impacts on drought forecast using Generative Adversarial Network: A case study in Africa 期刊论文
发表期刊: EXPERT SYSTEMS WITH APPLICATIONS. 出版年: 2024, 卷号: 238
作者:  Ferchichi, Ahlem;  Chihaoui, Mejda;  Ferchichi, Aya
收藏  |  浏览/下载：51/0  |  提交时间：2024/10/04
GAN  Spatio-temporal modeling  Climate change impacts  Drought forecasting  Multivariate time series  Remote sensing data  Africa  
Improving monitoring Karst rocky desertification using high-frequency Landsat observations: A generalized framework and its application to a typical karst region in southeast China 期刊论文
发表期刊: CATENA. 出版年: 2024, 卷号: 241
作者:  Bi, Xu;  Yao, Yao;  Wang, Zhongcheng;  Li, Chunhua;  Cao, Dan;  Wen, Li;  Jing, Lei;  Sun, Bin
收藏  |  浏览/下载：47/0  |  提交时间：2024/10/04
Succession processes of Karst rocky  desertification  High -frequency Landsat time series  Multiple temporal scales  Karst rocky desertification indicator  Southeast karst region  
Spatio-temporal variation in surface water in Punjab, Pakistan from 1985 to 2020 using machine-learning methods with time-series remote sensing data and driving factors 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2023, 卷号: 280
作者:  Tariq, Aqil;  Qin, Shujing
收藏  |  浏览/下载：27/0  |  提交时间：2024/09/29
Landsat time -series  Inland water area  Surface water change  Spatio-temporal dynamics and variations  Semi -arid  arid and wet zone  
Temporal and Spatial Variations of Extreme Climate Events in Northwestern China from 1960 to 2020 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2023, 卷号: 15, 期号: 20
作者:  Liang, Xiaoyan;  Niu, Zhenmin;  Li, Xiaolong
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
extreme climate indices  variations  temporal series  Northwest China  
A framework for determining the total salt content of soil profiles using time-series Sentinel-2 images and a random forest-temporal convolution network 期刊论文
发表期刊: GEODERMA. 出版年: 2022, 卷号: 409
作者:  Wang, Nan;  Peng, Jie;  Xue, Jie;  Zhang, Xianglin;  Huang, Jingyi;  Biswas, Asim;  He, Yong;  Shi, Zhou
收藏  |  浏览/下载：22/0  |  提交时间：2024/09/20
Soil salinity  Soil profile  Random Forest  Temporal Convolution Network  Time-series images  
The Detecting of Irrigated Croplands Changes in 1987-2015 in Zhangjiakou 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 96076-96091
作者:  Zhu, Zijuan;  Zhang, Zengxiang;  Zuo, Lijun;  Sun, Feifei;  Pan, Tianshi;  Li, Jun;  Zhao, Xiaoli;  Wang, Xiao
收藏  |  浏览/下载：45/0  |  提交时间：2021/11/19
Irrigation  Remote sensing  Water resources  Water pollution  Indexes  Time series analysis  Earth  Irrigated croplands  Zhangjiakou  spatia-temporal change  time series  
Quantifying the spatio-temporal patterns of dune migration near Minqin Oasis in northwestern China with time series of Landsat-8 and Sentinel-2 observations 期刊论文
发表期刊: REMOTE SENSING OF ENVIRONMENT. 出版年: 2020, 卷号: 236
作者:  Ding, Chao;  Zhang, Lu;  Liao, Mingsheng;  Feng, Guangcai;  Dong, Jie;  Ao, Meng;  Yu, Yanghai
收藏  |  浏览/下载：42/0  |  提交时间：2020/03/23
Optical imagery cross-correlation  Landsat-8  Sentinel-2  Time-series inversion  Minqin oasis  Dune migration  Spatio-temporal evolution  
Phenology of short vegetation cycles in a Kenyan rangeland from PlanetScope and Sentinel-2 期刊论文
发表期刊: REMOTE SENSING OF ENVIRONMENT. 出版年: 2020, 卷号: 248
作者:  Cheng, Yan;  Vrieling, Anton;  Fava, Francesco;  Meroni, Michele;  Marshall, Michael;  Gachoki, Stella
收藏  |  浏览/下载：40/0  |  提交时间：2021/01/07
Phenology  Multi-temporal analysis  NDVI time series  Sentinel-2  PlanetScope  Spatial resolution  Landscape variability  Semi-arid rangelands  Digital repeat photography  
塔里木河下游湿地面积时序变化及对生态输水的响应 期刊论文
发表期刊: 植物生态学报. 出版年: 2020, 卷号: 44, 期号: 6
作者:  蔚亮;  李均力;  包安明;  白洁;  黄粤;  刘铁;  沈占锋
收藏  |  浏览/下载：34/0  |  提交时间：2021/08/05
desert riparian wetlands  time series  ecological water conveyance effect  temporal delay analysis  lower reaches of Tarim River  
Comparison of IDW, cokriging and ARMA for predicting spatiotemporal variability of soil salinity in a gravel-sand mulched jujube orchard 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2019, 卷号: 191, 期号: 6
作者:  Zhao, Wenju;  Cao, Taohong;  Li, Zongli;  Sheng, Jie
收藏  |  浏览/下载：33/0  |  提交时间：2019/11/29
Spatial variability  IDW  Cokriging  Temporal variability  ARMA time series