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Flood susceptibility mapping using ANNs: a case study in model generalization and accuracy from Ontario, Canada 使用方差网络绘制洪水易感性地图：加拿大安大略省模型泛化和准确性案例研究
IF 3.8 4区 地球科学
Geocarto International Pub Date : 2024-02-28 DOI: 10.1080/10106049.2024.2316653
Rahma Khalid, Usman T. Khan
{"title":"Flood susceptibility mapping using ANNs: a case study in model generalization and accuracy from Ontario, Canada","authors":"Rahma Khalid, Usman T. Khan","doi":"10.1080/10106049.2024.2316653","DOIUrl":"https://doi.org/10.1080/10106049.2024.2316653","url":null,"abstract":"Accurate flood susceptibility mapping (FSM) is critical for mitigating the environmental, social and economic consequences of floods. The influence of model generalizability onto new watersheds, an...","PeriodicalId":12532,"journal":{"name":"Geocarto International","volume":"15 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2024-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140019886","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of land transformation processes in Eastern China on the long-term development of land surface temperatures 华东地区土地转换过程对地表温度长期发展的影响
IF 3.8 4区 地球科学
Geocarto International Pub Date : 2024-02-28 DOI: 10.1080/10106049.2024.2322063
Tingting Chen, Shanyu Zhou, Ran Kang, Hermann Kaufmann, Yu Wang, Hang Chen
{"title":"Impact of land transformation processes in Eastern China on the long-term development of land surface temperatures","authors":"Tingting Chen, Shanyu Zhou, Ran Kang, Hermann Kaufmann, Yu Wang, Hang Chen","doi":"10.1080/10106049.2024.2322063","DOIUrl":"https://doi.org/10.1080/10106049.2024.2322063","url":null,"abstract":"The purpose of the presented study is to evaluate the comprehensive impact of different land cover types on the temperature development in the entire Shandong Province by a 20-year-long (MODIS) LST...","PeriodicalId":12532,"journal":{"name":"Geocarto International","volume":"4 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2024-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140019688","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An urban-rural Fringe extraction method based on Combined Urban-rural Fringe Index (CUFI) 基于城乡边缘综合指数（CUFI）的城乡边缘提取方法
IF 3.8 4区 地球科学
Geocarto International Pub Date : 2024-02-27 DOI: 10.1080/10106049.2024.2311211
Hongrui Duan, Fuguang Du, Yajing Zhang, Xiaojun Jiang, Bo Chen
{"title":"An urban-rural Fringe extraction method based on Combined Urban-rural Fringe Index (CUFI)","authors":"Hongrui Duan, Fuguang Du, Yajing Zhang, Xiaojun Jiang, Bo Chen","doi":"10.1080/10106049.2024.2311211","DOIUrl":"https://doi.org/10.1080/10106049.2024.2311211","url":null,"abstract":"In this article, a multi-source data-based method for urban-rural fringe extraction is proposed to solve the problem of insufficiently accurate division of urban-rural fringe, which can convenientl...","PeriodicalId":12532,"journal":{"name":"Geocarto International","volume":"1 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2024-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140010209","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Landslide dynamic hazard prediction based on precipitation variation trend and backpropagation neural network 基于降水变化趋势和反向传播神经网络的滑坡动态危害预测
IF 3.8 4区 地球科学
Geocarto International Pub Date : 2024-02-27 DOI: 10.1080/10106049.2024.2322058
Ruixuan Huang, Bin Zeng, Dong Ai, Jingjing Yuan, Huiyuan Xu
{"title":"Landslide dynamic hazard prediction based on precipitation variation trend and backpropagation neural network","authors":"Ruixuan Huang, Bin Zeng, Dong Ai, Jingjing Yuan, Huiyuan Xu","doi":"10.1080/10106049.2024.2322058","DOIUrl":"https://doi.org/10.1080/10106049.2024.2322058","url":null,"abstract":"The assessment of landslide hazards is crucial for disaster prevention and mitigation, but it has not considered the dynamic influencing factors that trigger landslides. The timeliness and practica...","PeriodicalId":12532,"journal":{"name":"Geocarto International","volume":"4 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2024-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140010957","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A method for robust estimation of snow seasonality metrics from Landsat and Sentinel-2 time series data over Atlas Mountains scale using Google Earth Engine 利用谷歌地球引擎从 Landsat 和 Sentinel-2 时间序列数据对阿特拉斯山脉尺度上的积雪季节性指标进行稳健估算的方法
IF 3.8 4区 地球科学
Geocarto International Pub Date : 2024-02-24 DOI: 10.1080/10106049.2024.2313001
Youssra El jabiri, Abdelghani Boudhar, Abdelaziz Htitiou, Eric A. Sproles, Mostafa Bousbaa, Hafsa Bouamri, Abdelghani Chehbouni
{"title":"A method for robust estimation of snow seasonality metrics from Landsat and Sentinel-2 time series data over Atlas Mountains scale using Google Earth Engine","authors":"Youssra El jabiri, Abdelghani Boudhar, Abdelaziz Htitiou, Eric A. Sproles, Mostafa Bousbaa, Hafsa Bouamri, Abdelghani Chehbouni","doi":"10.1080/10106049.2024.2313001","DOIUrl":"https://doi.org/10.1080/10106049.2024.2313001","url":null,"abstract":"Seasonal snow cover provides the majority of freshwater supplies for human society and natural ecosystems especially in semi-arid regions. For water resource managers, precise data regarding the sp...","PeriodicalId":12532,"journal":{"name":"Geocarto International","volume":"50 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2024-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140010397","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Spatiotemporal characteristics of vegetation cover change in the Central Yunnan urban agglomeration from 2000 to 2020 based on Landsat data and its driving factors 基于 Landsat 数据的 2000-2020 年滇中城市群植被变化时空特征及其驱动因素
IF 3.8 4区 地球科学
Geocarto International Pub Date : 2024-02-20 DOI: 10.1080/10106049.2024.2316643
Rong Wang, Xue Ding, Bangjin Yi, Jinliang Wang
{"title":"Spatiotemporal characteristics of vegetation cover change in the Central Yunnan urban agglomeration from 2000 to 2020 based on Landsat data and its driving factors","authors":"Rong Wang, Xue Ding, Bangjin Yi, Jinliang Wang","doi":"10.1080/10106049.2024.2316643","DOIUrl":"https://doi.org/10.1080/10106049.2024.2316643","url":null,"abstract":"The study of dynamic changes in vegetation coverage has significant implications for urban clusters in terms of ecological environment protection, climate change research, water resource management...","PeriodicalId":12532,"journal":{"name":"Geocarto International","volume":"4 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2024-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140010380","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessment of optimal seasonal selection for RSEI construction: a case study of ecological environment quality assessment in the Beijing-Tianjin-Hebei region from 2001 to 2020 RSEI建设的最佳季节选择评估：2001-2020年京津冀地区生态环境质量评估案例研究
IF 3.8 4区 地球科学
Geocarto International Pub Date : 2024-02-15 DOI: 10.1080/10106049.2024.2311224
Shaodong Huang, Yujie Li, Haowen Hu, Pengcheng Xue, Jia Wang
{"title":"Assessment of optimal seasonal selection for RSEI construction: a case study of ecological environment quality assessment in the Beijing-Tianjin-Hebei region from 2001 to 2020","authors":"Shaodong Huang, Yujie Li, Haowen Hu, Pengcheng Xue, Jia Wang","doi":"10.1080/10106049.2024.2311224","DOIUrl":"https://doi.org/10.1080/10106049.2024.2311224","url":null,"abstract":"Timely and objective assessment of the optimal season for the construction of remote sensing ecological index (RSEI) is of great significance for accurate and effective assessment of ecological env...","PeriodicalId":12532,"journal":{"name":"Geocarto International","volume":"28 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139770243","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pine wood nematode disease area identification based on multi-temporal multi-source remote sensing images and BIT model 基于多时多源遥感图像和 BIT 模型的松材线虫病区域识别
IF 3.8 4区 地球科学
Geocarto International Pub Date : 2024-02-14 DOI: 10.1080/10106049.2024.2310117
Degao Wang, Zhangyu Sun, Xinxia Huang, Mingzhong Liu, Qingqing Zheng, Huailiang Zhang, Guanghe Zhang
{"title":"Pine wood nematode disease area identification based on multi-temporal multi-source remote sensing images and BIT model","authors":"Degao Wang, Zhangyu Sun, Xinxia Huang, Mingzhong Liu, Qingqing Zheng, Huailiang Zhang, Guanghe Zhang","doi":"10.1080/10106049.2024.2310117","DOIUrl":"https://doi.org/10.1080/10106049.2024.2310117","url":null,"abstract":"Pine wood nematode (PWN) disease is a severe contagious disease in forests which endangers the health of forests, as it can rapidly kill trees. The detection of regions impacted by this disease pla...","PeriodicalId":12532,"journal":{"name":"Geocarto International","volume":"6 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2024-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139770193","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
CMPF-UNet: a ConvNeXt multi-scale pyramid fusion U-shaped network for multi-category segmentation of remote sensing images CMPF-UNet：用于遥感图像多类别分割的 ConvNeXt 多尺度金字塔融合 U 型网络
IF 3.8 4区 地球科学
Geocarto International Pub Date : 2024-02-14 DOI: 10.1080/10106049.2024.2311217
Ning Li, Xiaopeng Yu, Miao Yu
{"title":"CMPF-UNet: a ConvNeXt multi-scale pyramid fusion U-shaped network for multi-category segmentation of remote sensing images","authors":"Ning Li, Xiaopeng Yu, Miao Yu","doi":"10.1080/10106049.2024.2311217","DOIUrl":"https://doi.org/10.1080/10106049.2024.2311217","url":null,"abstract":"Most U-shaped convolutional neural network (CNN) methods have the problems of insufficient feature extraction and fail to fully utilize global/multi-scale context information, which makes it diffic...","PeriodicalId":12532,"journal":{"name":"Geocarto International","volume":"15 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2024-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139770231","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Groundwater potential zone mapping using GIS and Remote Sensing based models for sustainable groundwater management 利用地理信息系统和遥感模型绘制地下水潜力区地图，促进可持续地下水管理
IF 3.8 4区 地球科学
Geocarto International Pub Date : 2024-02-13 DOI: 10.1080/10106049.2024.2306275
Abdur Rehman, Fakhrul Islam, Aqil Tariq, Ijaz Ul Islam, Davis Brian J, Tehmina Bibi, Waqar Ahmad, Liaqat Ali Waseem, Shankar Karuppannan, Saad Al-Ahmadi
{"title":"Groundwater potential zone mapping using GIS and Remote Sensing based models for sustainable groundwater management","authors":"Abdur Rehman, Fakhrul Islam, Aqil Tariq, Ijaz Ul Islam, Davis Brian J, Tehmina Bibi, Waqar Ahmad, Liaqat Ali Waseem, Shankar Karuppannan, Saad Al-Ahmadi","doi":"10.1080/10106049.2024.2306275","DOIUrl":"https://doi.org/10.1080/10106049.2024.2306275","url":null,"abstract":"The present research is conducted in the southern region of Khyber Pakhtunkhwa, Pakistan, to identify groundwater potential zones (GWPZ). We used three models including Weight of Evidence (WOE), Fr...","PeriodicalId":12532,"journal":{"name":"Geocarto International","volume":"12 1","pages":""},"PeriodicalIF":3.8,"publicationDate":"2024-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139770195","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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