Pub Date : 2024-04-29DOI: 10.1080/17538947.2024.2328365
Qingyun Liu, Junfu Fan, Jiwei Zuo, Yunpeng Shen, Kuan Li
The Earth’s nighttime light imaging data collected by the Visible Infrared Imaging Radiometer Suite Day/Night Band (VIIRS DNB) are severely lost in summer, hindering the further application of VIIR...
{"title":"A spatiotemporal comprehensive constraint interpolation method for missing values in monthly composite Suomi-NPP VIIRS Cloud Mask images","authors":"Qingyun Liu, Junfu Fan, Jiwei Zuo, Yunpeng Shen, Kuan Li","doi":"10.1080/17538947.2024.2328365","DOIUrl":"https://doi.org/10.1080/17538947.2024.2328365","url":null,"abstract":"The Earth’s nighttime light imaging data collected by the Visible Infrared Imaging Radiometer Suite Day/Night Band (VIIRS DNB) are severely lost in summer, hindering the further application of VIIR...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"48 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141150109","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-29DOI: 10.1080/17538947.2024.2346263
Qiongjie Xu, Vasil Yordanov, Lorenzo Amici, Maria Antonia Brovelli
This study compares the performance of ensemble machine learning methods stacking, blending, and soft voting for Landslide susceptibility mapping (LSM) in a highly affected Northern Italy region, L...
{"title":"Landslide susceptibility mapping using ensemble machine learning methods: a case study in Lombardy, Northern Italy","authors":"Qiongjie Xu, Vasil Yordanov, Lorenzo Amici, Maria Antonia Brovelli","doi":"10.1080/17538947.2024.2346263","DOIUrl":"https://doi.org/10.1080/17538947.2024.2346263","url":null,"abstract":"This study compares the performance of ensemble machine learning methods stacking, blending, and soft voting for Landslide susceptibility mapping (LSM) in a highly affected Northern Italy region, L...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"33 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141150108","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Quick and accurate extraction of un-collapsed buildings from post-disaster High-resolution Remote Sensing Images (HRSIs) is imperative for emergency response. Pre-disaster HRSIs could serve as auxi...
{"title":"An improved method for rapid un-collapsed building extraction from post-disaster high-resolution remote sensing imagery based on multi-scale feature alignment","authors":"Meng Chen, Jianjun Wu, Ting Mao, Ruohua Du, Bingyu Zhao, Jingyu Lin, Jianhang Zhang","doi":"10.1080/17538947.2024.2344599","DOIUrl":"https://doi.org/10.1080/17538947.2024.2344599","url":null,"abstract":"Quick and accurate extraction of un-collapsed buildings from post-disaster High-resolution Remote Sensing Images (HRSIs) is imperative for emergency response. Pre-disaster HRSIs could serve as auxi...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"41 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140929734","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-26DOI: 10.1080/17538947.2024.2346259
Jun Zhu, Jinbin Zhang, Hongyu Chen, Yakun Xie, Hengchao Gu, Huijie Lian
Person searches aim to simultaneously locate and identify persons to be queried from different scenes, which is crucial for disaster emergency management and public safety. However, the high variab...
{"title":"A cross-view intelligent person search method based on multi-feature constraints","authors":"Jun Zhu, Jinbin Zhang, Hongyu Chen, Yakun Xie, Hengchao Gu, Huijie Lian","doi":"10.1080/17538947.2024.2346259","DOIUrl":"https://doi.org/10.1080/17538947.2024.2346259","url":null,"abstract":"Person searches aim to simultaneously locate and identify persons to be queried from different scenes, which is crucial for disaster emergency management and public safety. However, the high variab...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"128 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140929732","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-26DOI: 10.1080/17538947.2024.2346274
Ziyan Ling, Weiguo Jiang, Kaifeng Peng, Ze Zhang, Zhifeng Wu, Shiquan Zhong, Aiping Chu, Zhijie Xiao, Ziyu Sun
It is crucial to mangrove management by understanding its conservation efforts. This study proposed a spatiotemporal analysis model to evaluate mangrove changes in the Guangxi Beibu Gulf (GBG) and ...
{"title":"SDG- and GMAG-oriented analysis of multi scenarios spatiotemporal changes and evaluation of the effectiveness and potential of mangrove forests","authors":"Ziyan Ling, Weiguo Jiang, Kaifeng Peng, Ze Zhang, Zhifeng Wu, Shiquan Zhong, Aiping Chu, Zhijie Xiao, Ziyu Sun","doi":"10.1080/17538947.2024.2346274","DOIUrl":"https://doi.org/10.1080/17538947.2024.2346274","url":null,"abstract":"It is crucial to mangrove management by understanding its conservation efforts. This study proposed a spatiotemporal analysis model to evaluate mangrove changes in the Guangxi Beibu Gulf (GBG) and ...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"33 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141150120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Urban Green Space (UGS) plays a crucial socio-cultural role in improving the quality of life. Assessment of quantity, quality, and accessibility determines whether the UGS are important social bene...
{"title":"Travel preference: an indicator of the benefits of urban green space","authors":"Qingyan Meng, Linlin Zhang, Xuemiao Wang, Xinli Hu, Mona Allam, Jiahao Wu, Ming Yan, Junnan Qi, Weifeng Zhai","doi":"10.1080/17538947.2024.2342978","DOIUrl":"https://doi.org/10.1080/17538947.2024.2342978","url":null,"abstract":"Urban Green Space (UGS) plays a crucial socio-cultural role in improving the quality of life. Assessment of quantity, quality, and accessibility determines whether the UGS are important social bene...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"24 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140634614","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Urbanization improves the living environment of billions of people but negatively impacts the local carbon cycle as it encroaches on ecosystems. We analyzed this dual effect of urbanization by quan...
{"title":"Impact of urbanization on terrestrial carbon storage loss in the Hohhot-Baotou-Ordos region, China: evaluating people-space interactions","authors":"Sargai, Yulin Dong, Wenhui Kuang, Yuhai Bao, Yinyin Dou, Junzhi Wang","doi":"10.1080/17538947.2024.2339365","DOIUrl":"https://doi.org/10.1080/17538947.2024.2339365","url":null,"abstract":"Urbanization improves the living environment of billions of people but negatively impacts the local carbon cycle as it encroaches on ecosystems. We analyzed this dual effect of urbanization by quan...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"16 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140616175","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-16DOI: 10.1080/17538947.2024.2341970
Zenan Yang, Haipeng Niu, Xiaoxuan Wang, Liang Huang, Kui Yang
In the field of remote sensing, using a large amount of labeled image data to supervise the training of fully convolutional networks for the semantic segmentation of images is expensive. However, u...
{"title":"An unsupervised semantic segmentation method that combines the ImSE-Net model with SLICm superpixel optimization","authors":"Zenan Yang, Haipeng Niu, Xiaoxuan Wang, Liang Huang, Kui Yang","doi":"10.1080/17538947.2024.2341970","DOIUrl":"https://doi.org/10.1080/17538947.2024.2341970","url":null,"abstract":"In the field of remote sensing, using a large amount of labeled image data to supervise the training of fully convolutional networks for the semantic segmentation of images is expensive. However, u...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"14 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140586430","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Fine-scale population estimation (FPE) is crucial for urban management. After training, the bottom-up FPE models can be applied independently of census data. However, given the lack of real fine-sc...
{"title":"Scale effects-aware bottom-up population estimation using weakly supervised learning","authors":"Jing Xia, Rui Li, Xinrui Liu, Guangyu Liu, Mingjun Peng","doi":"10.1080/17538947.2024.2341788","DOIUrl":"https://doi.org/10.1080/17538947.2024.2341788","url":null,"abstract":"Fine-scale population estimation (FPE) is crucial for urban management. After training, the bottom-up FPE models can be applied independently of census data. However, given the lack of real fine-sc...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"68 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140602516","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-15DOI: 10.1080/17538947.2024.2330689
Ahmed Qasim, Dian Tjondronegoro, Cheryl Desha, Kimberley Reis, Febi Dewirahmadi
Community food security is vital to creating inclusive, safe, resilient, and sustainable cities with zero hunger, in alignment with the United Nations' Sustainable Development. Local food economies...
{"title":"Using secondary data from mobile phones to monitor local food market access during disasters: an Australian case study","authors":"Ahmed Qasim, Dian Tjondronegoro, Cheryl Desha, Kimberley Reis, Febi Dewirahmadi","doi":"10.1080/17538947.2024.2330689","DOIUrl":"https://doi.org/10.1080/17538947.2024.2330689","url":null,"abstract":"Community food security is vital to creating inclusive, safe, resilient, and sustainable cities with zero hunger, in alignment with the United Nations' Sustainable Development. Local food economies...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"44 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140586787","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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