{"title":"Relationships between geo-spatial features and COVID-19 hospitalisations revealed by machine learning models and SHAP values","authors":"Lixia Chu, Jeroen Nelen, Alessandro Crivellari, Dainius Masiliūnas, Carola Hein, Christoph Lofi","doi":"10.1080/17538947.2024.2358851","DOIUrl":"https://doi.org/10.1080/17538947.2024.2358851","url":null,"abstract":"Uncovering relationships between geospatial features and COVID-19 features is a comprehensive, confounding, cross-disciplinary and challenging topic, as the spread and effects of COVID-19 are relat...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"43 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141527333","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}
Li Zhuo, Runjie Huang, Chuyao Liao, Haiyan Tao, Yunze Zang
{"title":"BATSCCD: a new change detection method for mapping building age in rapidly changing urban areas using Landsat time series data","authors":"Li Zhuo, Runjie Huang, Chuyao Liao, Haiyan Tao, Yunze Zang","doi":"10.1080/17538947.2024.2358859","DOIUrl":"https://doi.org/10.1080/17538947.2024.2358859","url":null,"abstract":"The building age is an important feature in the vulnerability assessment of disasters and building energy consumption modeling. It provides indispensable information for the study of built environm...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"1 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141527338","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}
{"title":"Topography and accumulation rate as controls of asynchronous surging behaviour in the eastern and western branches of the Western Kunlun Glacier, Northwestern Tibetan Plateau","authors":"Yongpeng Gao, Pengbin Liang, Miaomiao Qi, Xiaojun Yao, Xinggang Ma, Jianxin Mu, Lintao Li","doi":"10.1080/17538947.2024.2353112","DOIUrl":"https://doi.org/10.1080/17538947.2024.2353112","url":null,"abstract":"The western Kunlun main peak region is among the areas in High Mountain Asia where surge-type glaciers are highly concentrated. Here, we analyse the surging characteristics of the eastern and weste...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"35 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140929742","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}
{"title":"A deep neural network model for Chinese toponym matching with geographic pre-training model","authors":"Qinjun Qiu, Shiyu Zheng, Miao Tian, Jiali Li, Kai Ma, Liufeng Tao, Zhong Xie","doi":"10.1080/17538947.2024.2353111","DOIUrl":"https://doi.org/10.1080/17538947.2024.2353111","url":null,"abstract":"Multiple tasks within the field of geographical information retrieval and geographical information sciences necessitate toponym matching, which involves the challenge of aligning toponyms that shar...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"46 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140929741","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}
Adam J. Oliphant, Prasad S. Thenkabail, Pardhasaradhi G. Teluguntla, Itiya P. Aneece, Daniel J. Foley, Richard L. McCormick
{"title":"Automated Cropland Fallow Algorithm (ACFA) for the Northern Great Plains of USA","authors":"Adam J. Oliphant, Prasad S. Thenkabail, Pardhasaradhi G. Teluguntla, Itiya P. Aneece, Daniel J. Foley, Richard L. McCormick","doi":"10.1080/17538947.2024.2337221","DOIUrl":"https://doi.org/10.1080/17538947.2024.2337221","url":null,"abstract":"Cropland fallowing is choosing not to plant a crop during a season when a crop is normally planted. It is an important component of many crop rotations and can improve soil moisture and health. Kno...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"29 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140942046","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}
{"title":"Assessing FAIRness of citizen science data in the context of the Green Deal Data Space","authors":"Victoria Lush, L. Bastin, K. Otsu, J. Masó","doi":"10.1080/17538947.2024.2344587","DOIUrl":"https://doi.org/10.1080/17538947.2024.2344587","url":null,"abstract":"As part of the European Data Strategy, the European Commission is working on common European data spaces, including a Green Deal Data Space (GDDS) that covers issues such as climate change, circula...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"45 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140942054","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}
{"title":"Prioritization of soil erosion-prone sub-watersheds using geomorphometric and statistical-based weighted sum priority approach in the middle Omo-Gibe River basin, Southern Ethiopia","authors":"Abera Abiyo Dofee, Pritam Chand, Rinku Kumar","doi":"10.1080/17538947.2024.2350198","DOIUrl":"https://doi.org/10.1080/17538947.2024.2350198","url":null,"abstract":"Soil erosion, a major factor contributing to land degradation, poses significant environmental challenges across sub-Saharan Africa, including Ethiopia. This study identifies erosion-prone sub-wate...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"43 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140929739","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}
{"title":"How well do the volunteers label land cover types in manual interpretation of remote sensing imagery?","authors":"Yan Wang, Chenxi Li, Xueyi Liu, Hongdong Li, Zhiying Yao, Yuanyuan Zhao","doi":"10.1080/17538947.2024.2347443","DOIUrl":"https://doi.org/10.1080/17538947.2024.2347443","url":null,"abstract":"High-quality samples for training and validation are crucial for land cover classification, especially in some complex scenarios. The reliability, representativeness, and generalizability of the sa...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"2014 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141150110","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}
{"title":"Evaluating the reliability of bi-temporal canopy height model generated from airborne laser scanning for monitoring forest growth in boreal forest region","authors":"Zhexiu Yu, Jianbo Qi, Xun Zhao, Huaguo Huang","doi":"10.1080/17538947.2024.2345725","DOIUrl":"https://doi.org/10.1080/17538947.2024.2345725","url":null,"abstract":"The discrepancies in data across different phases and the unexplored optimal spatial resolution present challenges when using multi-temporal canopy height models to accurately discern actual forest...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"7 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141150096","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}
{"title":"A new computationally efficient algorithm to generate global fractional vegetation cover from Sentinel-2 imagery at 10 m resolution","authors":"Xu Ma, Jianli Ding, Hui Sun, Lei Lu, Xiao Cheng, Fei Zhang, Zhonglin Xu","doi":"10.1080/17538947.2024.2344592","DOIUrl":"https://doi.org/10.1080/17538947.2024.2344592","url":null,"abstract":"The multi-angle method in the pixel dichotomy model (PDM) is used to produce fine spatial resolution (FSR) products of fractional vegetation cover (FVC), which involves numerous iterative computati...","PeriodicalId":54962,"journal":{"name":"International Journal of Digital Earth","volume":"33 1","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141150078","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}