Pub Date : 2024-08-27DOI: 10.1080/15481603.2024.2395700
Hongyan Che, Yaozhong Pan, Xingsheng Xia, Xiufang Zhu, Le Li, Yongsheng Huang, Xuechang Zheng, Lingang Wang
Accurate crop mapping provides important information for government decision-making and agricultural management. Recent advancements in deep learning have significantly enhanced the capabilities of...
精确的作物测绘为政府决策和农业管理提供了重要信息。最近在深度学习方面取得的进展大大增强了...
{"title":"A new transferable deep learning approach for crop mapping","authors":"Hongyan Che, Yaozhong Pan, Xingsheng Xia, Xiufang Zhu, Le Li, Yongsheng Huang, Xuechang Zheng, Lingang Wang","doi":"10.1080/15481603.2024.2395700","DOIUrl":"https://doi.org/10.1080/15481603.2024.2395700","url":null,"abstract":"Accurate crop mapping provides important information for government decision-making and agricultural management. Recent advancements in deep learning have significantly enhanced the capabilities of...","PeriodicalId":55091,"journal":{"name":"GIScience & Remote Sensing","volume":"20 1","pages":""},"PeriodicalIF":6.7,"publicationDate":"2024-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142170703","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Managing total suspended solids (TSS) in inland water is crucial for maintaining water quality and aquatic ecosystems. To obtain spatial data, the conventional method of point sampling TSS is a tim...
{"title":"Deep learning-based mapping of total suspended solids in rivers across South Korea using high resolution satellite imagery","authors":"JunGi Moon, SungMin Suh, SangJin Jung, Sang-Soo Baek, JongCheol Pyo","doi":"10.1080/15481603.2024.2393489","DOIUrl":"https://doi.org/10.1080/15481603.2024.2393489","url":null,"abstract":"Managing total suspended solids (TSS) in inland water is crucial for maintaining water quality and aquatic ecosystems. To obtain spatial data, the conventional method of point sampling TSS is a tim...","PeriodicalId":55091,"journal":{"name":"GIScience & Remote Sensing","volume":"14 1","pages":""},"PeriodicalIF":6.7,"publicationDate":"2024-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142118178","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 : 2024-08-09DOI: 10.1080/15481603.2024.2388921
Xia Zhao, Yuyu Zhou, Xi Li, Tao Zhang, Yueying Wang, Zhengyuan Zhu, Kai Zhang, Deren Li
Exposure to ambient fine particulate matter (PM2.5) poses a significant global health challenge. However, a major obstacle for epidemiological studies and risk assessment lies in the absence of hig...
{"title":"Improving assessment of population exposure and health impacts to PM2.5 with high spatial and temporal data","authors":"Xia Zhao, Yuyu Zhou, Xi Li, Tao Zhang, Yueying Wang, Zhengyuan Zhu, Kai Zhang, Deren Li","doi":"10.1080/15481603.2024.2388921","DOIUrl":"https://doi.org/10.1080/15481603.2024.2388921","url":null,"abstract":"Exposure to ambient fine particulate matter (PM2.5) poses a significant global health challenge. However, a major obstacle for epidemiological studies and risk assessment lies in the absence of hig...","PeriodicalId":55091,"journal":{"name":"GIScience & Remote Sensing","volume":"56 1","pages":""},"PeriodicalIF":6.7,"publicationDate":"2024-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141909294","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 : 2024-08-05DOI: 10.1080/15481603.2024.2387385
Tuyen V. Ha, Soner Uereyen, Claudia Kuenzer
Drought ranks among the costliest of all climate-related phenomena and manifests in various forms, posing significant challenges in understanding its influence on agriculture and natural ecosystems...
{"title":"Spatiotemporal analysis of tropical vegetation ecosystems and their responses to multifaceted droughts in Mainland Southeast Asia using satellite-based time series","authors":"Tuyen V. Ha, Soner Uereyen, Claudia Kuenzer","doi":"10.1080/15481603.2024.2387385","DOIUrl":"https://doi.org/10.1080/15481603.2024.2387385","url":null,"abstract":"Drought ranks among the costliest of all climate-related phenomena and manifests in various forms, posing significant challenges in understanding its influence on agriculture and natural ecosystems...","PeriodicalId":55091,"journal":{"name":"GIScience & Remote Sensing","volume":"55 1","pages":""},"PeriodicalIF":6.7,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141900002","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Solution for crop classification in regions with limited labeled samples: deep learning and transfer learning","authors":"Hengbin Wang, Yu Yao, Zijing Ye, Wanqiu Chang, Junyi Liu, Yuanyuan Zhao, Shaoming Li, Zhe Liu, Xiaodong Zhang","doi":"10.1080/15481603.2024.2387393","DOIUrl":"https://doi.org/10.1080/15481603.2024.2387393","url":null,"abstract":"Reliable classification results are crucial for guiding agricultural production, forecasting crop yield, and ensuring food security. Generating reliable classification results is relatively simple ...","PeriodicalId":55091,"journal":{"name":"GIScience & Remote Sensing","volume":"72 1","pages":""},"PeriodicalIF":6.7,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141915276","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 : 2024-08-05DOI: 10.1080/15481603.2024.2384330
Diego J. Maldonado-Guzmán, Francisco José Chamizo-Nieto, Sergio Reyes-Corredera
Negative externalities stemming from overtourism have been widely reported in the literature. However, a consequence less explored in scientific research is the increase in crime rates derived from...
{"title":"Home sharing or crime sharing? Evidences of the relationship between Airbnb, crime and structural factors in Malaga, Spain","authors":"Diego J. Maldonado-Guzmán, Francisco José Chamizo-Nieto, Sergio Reyes-Corredera","doi":"10.1080/15481603.2024.2384330","DOIUrl":"https://doi.org/10.1080/15481603.2024.2384330","url":null,"abstract":"Negative externalities stemming from overtourism have been widely reported in the literature. However, a consequence less explored in scientific research is the increase in crime rates derived from...","PeriodicalId":55091,"journal":{"name":"GIScience & Remote Sensing","volume":"19 1","pages":""},"PeriodicalIF":6.7,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141909303","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 : 2024-08-05DOI: 10.1080/15481603.2024.2385180
Jiafei Xu, Zhizhao Liu
The Global Precipitation Measurement (GPM) Microwave Imager (GMI) is a microwave (MW) radiometer that has near-global coverage and frequent revisit time. To date, operational total column water vap...
{"title":"Machine learning-based retrieval of total column water vapor over land using GMI-sensed passive microwave measurements","authors":"Jiafei Xu, Zhizhao Liu","doi":"10.1080/15481603.2024.2385180","DOIUrl":"https://doi.org/10.1080/15481603.2024.2385180","url":null,"abstract":"The Global Precipitation Measurement (GPM) Microwave Imager (GMI) is a microwave (MW) radiometer that has near-global coverage and frequent revisit time. To date, operational total column water vap...","PeriodicalId":55091,"journal":{"name":"GIScience & Remote Sensing","volume":"76 1","pages":""},"PeriodicalIF":6.7,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141900003","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 : 2024-07-21DOI: 10.1080/15481603.2024.2380126
Kaixuan Lu, Xiao Huang, Ruiheng Xia, Pan Zhang, Junping Shen
Deep-learning-based change detection methods have received wide attention, thanks to their strong capability in obtaining rich features from images. However, existing AI-based change detection (CD)...
{"title":"Cross attention is all you need: relational remote sensing change detection with transformer","authors":"Kaixuan Lu, Xiao Huang, Ruiheng Xia, Pan Zhang, Junping Shen","doi":"10.1080/15481603.2024.2380126","DOIUrl":"https://doi.org/10.1080/15481603.2024.2380126","url":null,"abstract":"Deep-learning-based change detection methods have received wide attention, thanks to their strong capability in obtaining rich features from images. However, existing AI-based change detection (CD)...","PeriodicalId":55091,"journal":{"name":"GIScience & Remote Sensing","volume":"2009 1","pages":""},"PeriodicalIF":6.7,"publicationDate":"2024-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141934447","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 : 2024-07-17DOI: 10.1080/15481603.2024.2374150
F. C. Martins, S. Godinho, N. Guiomar, D. Medinas, H. Rebelo, P. Segurado, J. T. Marques
Anthropogenic activities have significantly altered land cover on a global scale. These changes often have a negative effect on biodiversity limiting the distribution of species. The extent of the ...
{"title":"Vegetation canopy height shapes bats’ occupancy: a remote sensing approach","authors":"F. C. Martins, S. Godinho, N. Guiomar, D. Medinas, H. Rebelo, P. Segurado, J. T. Marques","doi":"10.1080/15481603.2024.2374150","DOIUrl":"https://doi.org/10.1080/15481603.2024.2374150","url":null,"abstract":"Anthropogenic activities have significantly altered land cover on a global scale. These changes often have a negative effect on biodiversity limiting the distribution of species. The extent of the ...","PeriodicalId":55091,"journal":{"name":"GIScience & Remote Sensing","volume":"81 1","pages":""},"PeriodicalIF":6.7,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141732694","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 : 2024-06-28DOI: 10.1080/15481603.2024.2367808
Patric Brandt, Florian Beyer, Peter Borrmann, Markus Möller, Heike Gerighausen
Detailed and accurate statistics on crop productivity are key to inform decision-making related to sustainable food production and supply ensuring global food security. However, annual and high-res...
{"title":"Ensemble learning-based crop yield estimation: a scalable approach for supporting agricultural statistics","authors":"Patric Brandt, Florian Beyer, Peter Borrmann, Markus Möller, Heike Gerighausen","doi":"10.1080/15481603.2024.2367808","DOIUrl":"https://doi.org/10.1080/15481603.2024.2367808","url":null,"abstract":"Detailed and accurate statistics on crop productivity are key to inform decision-making related to sustainable food production and supply ensuring global food security. However, annual and high-res...","PeriodicalId":55091,"journal":{"name":"GIScience & Remote Sensing","volume":"86 1","pages":""},"PeriodicalIF":6.7,"publicationDate":"2024-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141934442","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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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