International Journal of Digital Earth, Volume 16, Issue 1 (2023)

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International Journal of Digital Earth, Volume 16, Issue 1 (2023)

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Articles

Article
MSCANet: multiscale context information aggregation network for Tibetan Plateau lake extraction from remote sensing images
Zhihui Tian, Xiaoyu Guo, Xiaohui He, Panle Li, Xijie Cheng & Guangsheng Zhou
Pages: 1-30
Published online: 12 Jan 2023
AbstractforMSCANet: multiscale context information aggregation network for Tibetan Plateau lake extraction from remote sensing images | Full Text | References | PDF (4.5 MB) | EPUB
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Letter
Mapping common and glossy buckthorns (Frangula alnus and Rhamnus cathartica) using multi-date satellite imagery WorldView-3, GeoEye-1 and SPOT-7
Fiston Nininahazwe, Mathieu Varin & Jérôme Théau
Pages: 31-42
Published online: 03 Jan 2023
AbstractforMapping common and glossy buckthorns (Frangula alnus and Rhamnus cathartica) using multi-date satellite imagery WorldView-3, GeoEye-1 and SPOT-7 | Full Text | References | PDF (1.6 MB) | EPUB
  • 1830 Views
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Article
Virtual earth cloud: a multi-cloud framework for enabling geosciences digital ecosystems
Mattia Santoro, Paolo Mazzetti & Stefano Nativi
Pages: 43-65
Published online: 03 Jan 2023
AbstractforVirtual earth cloud: a multi-cloud framework for enabling geosciences digital ecosystems | Full Text | References | PDF (3.1 MB) | EPUB
  • 2047 Views
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Article
Assessing Landsat-8 atmospheric correction schemes in low to moderate turbidity waters from a global perspective
Nanyang Yan, Zhen Sun, Wei Huang, Zhao Jun & Shaojie Sun
Pages: 66-92
Published online: 03 Jan 2023
AbstractforAssessing Landsat-8 atmospheric correction schemes in low to moderate turbidity waters from a global perspective | Full Text | References | PDF (4.8 MB) | EPUB
  • 1982 Views
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Article
How does heterogeneity in dwelling type preferences relate to housing and built environment characteristics?
Yuanyuan Huang, Scott N. Lieske, Siqin Wang & Yan Liu
Pages: 93-112
Published online: 03 Jan 2023
AbstractforHow does heterogeneity in dwelling type preferences relate to housing and built environment characteristics? | Full Text | References | PDF (2.9 MB) | EPUB
  • 1630 Views
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Article
Bridge detection method for HSRRSIs based on YOLOv5 with a decoupled head
Mulan Qiu, Liang Huang & Bo-Hui Tang
Pages: 113-129
Published online: 03 Jan 2023
AbstractforBridge detection method for HSRRSIs based on YOLOv5 with a decoupled head | Full Text | References | PDF (3.3 MB) | EPUB
  • 2396 Views
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Review Article
Using geospatial social media data for infectious disease studies: a systematic review
Fengrui Jing, Zhenlong Li, Shan Qiao, Jiajia Zhang, Banky Olatosi & Xiaoming Li
Pages: 130-157
Published online: 03 Jan 2023
AbstractforUsing geospatial social media data for infectious disease studies: a systematic review | Full Text | References | PDF (2.7 MB) | EPUB
  • 2992 Views
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Article
Integrating Sentinel-1 and 2 with LiDAR data to estimate aboveground biomass of subtropical forests in northeast Guangdong, China
Linjing Zhang, Xiaoxue Zhang, Zhenfeng Shao, Wenhao Jiang & Huimin Gao
Pages: 158-182
Published online: 16 Jan 2023
AbstractforIntegrating Sentinel-1 and 2 with LiDAR data to estimate aboveground biomass of subtropical forests in northeast Guangdong, China | Full Text | References | PDF (3.8 MB) | EPUB
  • 3190 Views
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Article
Synthesis of the ICESat/ICESat-2 and CryoSat-2 observations to reconstruct time series of lake level
Ye Feng, Leiku Yang, Pengfei Zhan, Shuangxiao Luo, Tan Chen, Kai Liu & Chunqiao Song
Pages: 183-209
Published online: 18 Jan 2023
AbstractforSynthesis of the ICESat/ICESat-2 and CryoSat-2 observations to reconstruct time series of lake level | Full Text | References | PDF (6.6 MB) | EPUB
  • 1991 Views
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Article
A fully automatic and high-accuracy surface water mapping framework on Google Earth Engine using Landsat time-series
Linwei Yue, Baoguang Li, Shuang Zhu, Qiangqiang Yuan & Huanfeng Shen
Pages: 210-233
Published online: 06 Feb 2023
AbstractforA fully automatic and high-accuracy surface water mapping framework on Google Earth Engine using Landsat time-series | Full Text | References | PDF (7.3 MB) | EPUB | Supplemental
  • 4199 Views
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Article
From unstructured texts to semantic story maps
Valentina Bartalesi, Gianpaolo Coro, Emanuele Lenzi, Pasquale Pagano & Nicolò Pratelli
Pages: 234-250
Published online: 18 Jan 2023
AbstractforFrom unstructured texts to semantic story maps | Full Text | References | PDF (2.6 MB) | EPUB | Supplemental
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Article
Monitoring nonlinear and fast deformation caused by underground mining exploitation using multi-temporal Sentinel-1 radar interferometry and corner reflectors: application, validation and processing obstacles
Kamila Pawłuszek-Filipiak, Natalia Wielgocka, Damian Tondaś & Andrzej Borkowski
Pages: 251-271
Published online: 06 Feb 2023
AbstractforMonitoring nonlinear and fast deformation caused by underground mining exploitation using multi-temporal Sentinel-1 radar interferometry and corner reflectors: application, validation and processing obstacles | Full Text | References | PDF (4.9 MB) | EPUB
  • 1559 Views
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Article
A new vegetation index combination for leaf carotenoid-to-chlorophyll ratio: minimizing the effect of their correlation
Chunmei He, Jia Sun, Yuwen Chen, Lunche Wang, Shuo Shi, Feng Qiu, Shaoqiang Wang & Torbern Tagesson
Pages: 272-288
Published online: 24 Jan 2023
AbstractforA new vegetation index combination for leaf carotenoid-to-chlorophyll ratio: minimizing the effect of their correlation | Full Text | References | PDF (2.7 MB) | EPUB
  • 6529 Views
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Article
Recognizing mixed urban functions from human activities using representation learning methods
Junjie Hu, Yong Gao, Xuechen Wang & Yu Liu
Pages: 289-307
Published online: 01 Feb 2023
AbstractforRecognizing mixed urban functions from human activities using representation learning methods | Full Text | References | PDF (3.8 MB) | EPUB
  • 2685 Views
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Article
A comparative study of long-time series of global-scale albedo products
Li Mengyao, Liu Qiang & Qu Ying
Pages: 308-322
Published online: 06 Feb 2023
AbstractforA comparative study of long-time series of global-scale albedo products | Full Text | References | PDF (2.7 MB) | EPUB
  • 1186 Views
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Article
Mapping high-resolution surface shortwave radiation over East Asia with the new generation geostationary meteorological satellite Himawari-8
Jun Li, Wenjun Tang, Jingwen Qi & Zhenyu Yan
Pages: 323-336
Published online: 06 Feb 2023
AbstractforMapping high-resolution surface shortwave radiation over East Asia with the new generation geostationary meteorological satellite Himawari-8 | Full Text | References | PDF (3.2 MB) | EPUB
  • 980 Views
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Article
Time-series variation and attribution analysis of downward shortwave radiation over the Yunnan-Kweichow plateau from 1984 to 2018
Lijia Cheng, Bo-Hui Tang, Zhiwei He, Zhitao Fu & Menghua Li
Pages: 337-354
Published online: 12 Feb 2023
AbstractforTime-series variation and attribution analysis of downward shortwave radiation over the Yunnan-Kweichow plateau from 1984 to 2018 | Full Text | References | PDF (4.2 MB) | EPUB | Supplemental
  • 1155 Views
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Article
Ground infrastructure monitoring in coastal areas using time-series inSAR technology: the case study of Pudong International Airport, Shanghai
Bei An, Yanan Jiang, Changcheng Wang, Peng Shen, Tianyi Song, Chihao Hu & Kui Liu
Pages: 355-374
Published online: 26 Feb 2023
AbstractforGround infrastructure monitoring in coastal areas using time-series inSAR technology: the case study of Pudong International Airport, Shanghai | Full Text | References | PDF (5 MB) | EPUB
  • 3690 Views
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Article
Mapping groundwater dependent ecosystem potential in a semi-arid environment using a remote sensing-based multiple-lines-of-evidence approach
Stephen G. Fildes, Tanya M. Doody, David Bruce, Ian F. Clark & Okke Batelaan
Pages: 375-406
Published online: 27 Feb 2023
AbstractforMapping groundwater dependent ecosystem potential in a semi-arid environment using a remote sensing-based multiple-lines-of-evidence approach | Full Text | References | PDF (9.7 MB) | EPUB | Supplemental
  • 1771 Views
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Article
A robust discretization method of factor screening for landslide susceptibility mapping using convolution neural network, random forest, and logistic regression models
Zheng Zhao & Jianhua Chen
Pages: 408-429
Published online: 27 Feb 2023
AbstractforA robust discretization method of factor screening for landslide susceptibility mapping using convolution neural network, random forest, and logistic regression models | Full Text | References | PDF (4.8 MB) | EPUB
  • 1586 Views
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Article
Towards POI-based large-scale land use modeling: spatial scale, semantic granularity, and geographic context
Junchuan Fan & Gautam Thakur
Pages: 430-445
Published online: 27 Feb 2023
AbstractforTowards POI-based large-scale land use modeling: spatial scale, semantic granularity, and geographic context | Full Text | References | PDF (2.5 MB) | EPUB
  • 1444 Views
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Article
Spatial-temporal variation and attribution of salinization in the Yellow River Basin from 2015 to 2020
Hong Mengmeng, Wang Juanle & Han Baomin
Pages: 446-463
Published online: 01 Mar 2023
AbstractforSpatial-temporal variation and attribution of salinization in the Yellow River Basin from 2015 to 2020 | Full Text | References | PDF (3 MB) | EPUB
  • 1065 Views
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Article
A clipping algorithm for real-scene 3D models
Jianhua Chen, Xu Liu, Bingqian Wang & Jian Lu
Pages: 464-485
Published online: 01 Mar 2023
AbstractforA clipping algorithm for real-scene 3D models | Full Text | References | PDF (3.8 MB) | EPUB
  • 888 Views
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Article
Reliability and consistency assessment of land cover products at macro and local scales in typical cities
Wenxi Shi, Xiang Zhao, Jiacheng Zhao, Siqing Zhao, Yinkun Guo, Naijing Liu, Na Sun, Xiaozheng Du & Mengmeng Sun
Pages: 486-508
Published online: 01 Mar 2023
AbstractforReliability and consistency assessment of land cover products at macro and local scales in typical cities | Full Text | References | PDF (4.5 MB) | EPUB
  • 1191 Views
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Article
Processes and events in the center: a taxi trajectory-based approach to detecting traffic congestion and analyzing its causes
Yufeng He, Barbara Hofer, Yehua Sheng, Yue Yin & Hui Lin
Pages: 509-531
Published online: 16 Mar 2023
AbstractforProcesses and events in the center: a taxi trajectory-based approach to detecting traffic congestion and analyzing its causes | Full Text | References | PDF (6 MB) | EPUB | Supplemental
  • 1172 Views
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Article
Differentiated effects of morphological and functional polycentric urban spatial structure on carbon emissions in China: an empirical analysis from remotely sensed nighttime light approach
Yizhen Wu, Kaifang Shi, Yuanzheng Cui, Shirao Liu & Lili Liu
Pages: 532-551
Published online: 01 Mar 2023
AbstractforDifferentiated effects of morphological and functional polycentric urban spatial structure on carbon emissions in China: an empirical analysis from remotely sensed nighttime light approach | Full Text | References | PDF (3 MB) | EPUB
  • 2051 Views
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Article
A landslide extraction method of channel attention mechanism U-Net network based on Sentinel-2A remote sensing images
Hesheng Chen, Yi He, Lifeng Zhang, Sheng Yao, Wang Yang, Yumin Fang, Yaoxiang Liu & Binghai Gao
Pages: 552-577
Published online: 01 Mar 2023
AbstractforA landslide extraction method of channel attention mechanism U-Net network based on Sentinel-2A remote sensing images | Full Text | References | PDF (6.1 MB) | EPUB
  • 2744 Views
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Article
Estimating PM2.5 concentrations in a central region of China using a three-stage model
Yue Jing, Long Pan & Yanling Sun
Pages: 578-592
Published online: 01 Mar 2023
AbstractforEstimating PM2.5 concentrations in a central region of China using a three-stage model | Full Text | References | PDF (2.5 MB) | EPUB
  • 893 Views
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Article
Drainage pattern recognition method considering local basin shape based on graph neural network
Wenning Wang, Haowen Yan, Xiaomin Lu, Yi He, Tao Liu, Wende Li, Pengbo Li & Fang Xu
Pages: 593-619
Published online: 01 Mar 2023
AbstractforDrainage pattern recognition method considering local basin shape based on graph neural network | Full Text | References | PDF (6 MB) | EPUB
  • 1168 Views
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Article
A point cloud segmentation method for power lines and towers based on a combination of multiscale density features and point-based deep learning
Wenbo Zhao, Qing Dong & Zhengli Zuo
Pages: 620-644
Published online: 01 Mar 2023
AbstractforA point cloud segmentation method for power lines and towers based on a combination of multiscale density features and point-based deep learning | Full Text | References | PDF (5.3 MB) | EPUB
  • 1780 Views
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Article
When a tree model meets texture baking: an approach for quality-preserving lightweight visualization in virtual 3D scene construction
Chen Zhang, Biao He, Renzhong Guo & Ding Ma
Pages: 645-670
Published online: 01 Mar 2023
AbstractforWhen a tree model meets texture baking: an approach for quality-preserving lightweight visualization in virtual 3D scene construction | Full Text | References | PDF (6.5 MB) | EPUB
  • 1209 Views
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Article
HiLPD-GEE: high spatial resolution land productivity dynamics calculation tool using Landsat and MODIS data
Tong Shen, Xiaosong Li, Yang Chen, Yuran Cui, Qi Lu, Xiaoxia Jia & Jin Chen
Pages: 671-690
Published online: 16 Mar 2023
AbstractforHiLPD-GEE: high spatial resolution land productivity dynamics calculation tool using Landsat and MODIS data | Full Text | References | PDF (6.8 MB) | EPUB
  • 1923 Views
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Article
Deep reinforcement learning and 3D physical environments applied to crowd evacuation in congested scenarios
Dong Zhang, Wenhang Li, Jianhua Gong, Guoyong Zhang, Jiantao Liu, Lin Huang, Heng Liu & Haonan Ma
Pages: 691-714
Published online: 02 Mar 2023
AbstractforDeep reinforcement learning and 3D physical environments applied to crowd evacuation in congested scenarios | Full Text | References | PDF (4 MB) | EPUB
  • 1512 Views
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Article
GEOSS Platform data content and use
Enrico Boldrini, Stefano Nativi, Jiri Hradec, Mattia Santoro, Paolo Mazzetti & Max Craglia
Pages: 715-740
Published online: 02 Mar 2023
AbstractforGEOSS Platform data content and use | Full Text | References | PDF (5.3 MB) | EPUB
  • 825 Views
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Article
A comprehensive method for refining essential SDGs variables for land degradation monitoring based on the DPSIR framework
Yijing Zhao, Xuesheng Zhao, Deqin Fan & Yue Qiu
Pages: 741-761
Published online: 06 Mar 2023
AbstractforA comprehensive method for refining essential SDGs variables for land degradation monitoring based on the DPSIR framework | Full Text | References | PDF (3.3 MB) | EPUB
  • 1020 Views
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Article
Analysis of the future trends of typical mountain glacier movements along the Sichuan-Tibet Railway based on ConvGRU network
Yali Zhang, Lifeng Zhang, Yi He, Sheng Yao, Wang Yang, Shengpeng Cao & Qiang Sun
Pages: 762-780
Published online: 13 Mar 2023
AbstractforAnalysis of the future trends of typical mountain glacier movements along the Sichuan-Tibet Railway based on ConvGRU network | Full Text | References | PDF (3.5 MB) | EPUB
  • 1706 Views
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Article
An object detection method for bayberry trees based on an improved YOLO algorithm
Youliang Chen, Hanli Xu, Xiangjun Zhang, Peng Gao, Zhigang Xu & Xiaobin Huang
Pages: 781-805
Published online: 02 Mar 2023
AbstractforAn object detection method for bayberry trees based on an improved YOLO algorithm | Full Text | References | PDF (6.4 MB) | EPUB
  • 4666 Views
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Article
Developing a new red band–SEVI–blue band (RSB) enhancement method for recognition the extra-high-voltage transmission line corridor in green mountains
Hong Jiang, Yong Zhang, Jinglan Lin, Xiaogan Zheng, Hui Yue & Yunzhi Chen
Pages: 806-824
Published online: 03 Mar 2023
AbstractforDeveloping a new red band–SEVI–blue band (RSB) enhancement method for recognition the extra-high-voltage transmission line corridor in green mountains | Full Text | References | PDF (5 MB) | EPUB
  • 1606 Views
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Article
High-resolution spatio-temporal analysis of snowmelt over Antarctic Peninsula ice shelves from 2015 to 2021 using SAR images
Qi Zhu, Huadong Guo, Lu Zhang, Dong Liang, Xuting Liu, Heng Zhou & Yiting Gou
Pages: 825-846
Published online: 02 Mar 2023
AbstractforHigh-resolution spatio-temporal analysis of snowmelt over Antarctic Peninsula ice shelves from 2015 to 2021 using SAR images | Full Text | References | PDF (6.2 MB) | EPUB
  • 1235 Views
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Article
Combining PlanetScope and Sentinel-2 images with environmental data for improved wheat yield estimation
Nizom Farmonov, Khilola Amankulova, József Szatmári, Jamol Urinov, Zafar Narmanov, Jakhongir Nosirov & László Mucsi
Pages: 847-867
Published online: 13 Mar 2023
AbstractforCombining PlanetScope and Sentinel-2 images with environmental data for improved wheat yield estimation | Full Text | References | PDF (3.6 MB) | EPUB
  • 2419 Views
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Article
Voxel modeling and association of ubiquitous spatiotemporal information in natural language texts
Dali Wang, Xiaochong Tong, Chenguang Dai, Congzhou Guo, Yi Lei, Chunping Qiu, He Li & Yuekun Sun
Pages: 868-890
Published online: 16 Mar 2023
AbstractforVoxel modeling and association of ubiquitous spatiotemporal information in natural language texts | Full Text | References | PDF (4.3 MB) | EPUB
  • 702 Views
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Article
An adaptive LIC based geographic flow field visualization method by means of rotation distance
Yulin Ding, Daiyu Shang, Tingchen Wu, Qing Zhu, Liguo Zhang & Yongxin Guo
Pages: 891-909
Published online: 13 Mar 2023
AbstractforAn adaptive LIC based geographic flow field visualization method by means of rotation distance | Full Text | References | PDF (3.7 MB) | EPUB
  • 668 Views
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Article
Using deep learning in an embedded system for real-time target detection based on images from an unmanned aerial vehicle: vehicle detection as a case study
Fang Huang, Shengyi Chen, Qi Wang, Yingjie Chen & Dandan Zhang
Pages: 910-936
Published online: 14 Mar 2023
AbstractforUsing deep learning in an embedded system for real-time target detection based on images from an unmanned aerial vehicle: vehicle detection as a case study | Full Text | References | PDF (5.4 MB) | EPUB
  • 2256 Views
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Article
Adaptive step-size forward advection method for aerosol process simulation
Yuang Wu, Shuo Liu, Bowen Shu, Weichao Sun, Sheng Wang, Hongyang Zhang & Chenchen Chen
Pages: 937-964
Published online: 28 Mar 2023
AbstractforAdaptive step-size forward advection method for aerosol process simulation | Full Text | References | PDF (6.1 MB) | EPUB
  • 557 Views
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Article
A knowledge-based approach for estimating the distribution of urban mixed land use
Jing Li, Haiyan Liu, Jia Li, Xiaohui Chen & Zekun Tao
Pages: 965-987
Published online: 16 Mar 2023
AbstractforA knowledge-based approach for estimating the distribution of urban mixed land use | Full Text | References | PDF (4 MB) | EPUB
  • 1024 Views
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Article
A scalable software package for time series reconstruction of remote sensing datasets on the Google Earth Engine platform
Jie Zhou, Massimo Menenti, Li Jia, Bo Gao, Feng Zhao, Yilin Cui, Xuqian Xiong, Xuan Liu & Dengchao Li
Pages: 988-1007
Published online: 21 Mar 2023
AbstractforA scalable software package for time series reconstruction of remote sensing datasets on the Google Earth Engine platform | Full Text | References | PDF (2.9 MB) | EPUB
  • 2622 Views
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Article
Forest status assessment in China with SDG indicators based on high-resolution satellite data
Xiaomei Zhang, Guojin He, Shijie Yan, Tengfei Long, Xueli Peng, Zhaoming Zhang & Guizhou Wang
Pages: 1008-1021
Published online: 21 Mar 2023
AbstractforForest status assessment in China with SDG indicators based on high-resolution satellite data | Full Text | References | PDF (2.9 MB) | EPUB
  • 1350 Views
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Review Article
Digital earth: yesterday, today, and tomorrow
Alessandro Annoni, Stefano Nativi, Arzu Çöltekin, Cheryl Desha, Eugene Eremchenko, Caroline M. Gevaert, Gregory Giuliani, Min Chen, Luis Perez-Mora, Joseph Strobl & Stephanie Tumampos
Pages: 1022-1072
Published online: 23 Mar 2023
AbstractforDigital earth: yesterday, today, and tomorrow | Full Text | References | PDF (4.9 MB) | EPUB
  • 6694 Views
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Article
Ocean surface currents estimated from satellite remote sensing data based on a global hexagonal grid
Wenbo Wang, Huijun Zhou, Senyuan Zheng, Guonian Lü & Liangchen Zhou
Pages: 1073-1093
Published online: 23 Mar 2023
AbstractforOcean surface currents estimated from satellite remote sensing data based on a global hexagonal grid | Full Text | References | PDF (3.5 MB) | EPUB
  • 1012 Views
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Article
Mapping soil organic matter content using Sentinel-2 synthetic images at different time intervals in Northeast China
Chong Luo, Wenqi Zhang, Xinle Zhang & Huanjun Liu
Pages: 1094-1107
Published online: 23 Mar 2023
AbstractforMapping soil organic matter content using Sentinel-2 synthetic images at different time intervals in Northeast China | Full Text | References | PDF (2.2 MB) | EPUB
  • 2412 Views
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Article
Vegetation ecological benefits index (VEBI): a 3D spatial model for evaluating the ecological benefits of vegetation
Zhimei Zhang, Yanguo Fan, Zhijun Jiao, Bowen Fan, Junwei Zhou & Zhanhao Li
Pages: 1108-1123
Published online: 03 Apr 2023
AbstractforVegetation ecological benefits index (VEBI): a 3D spatial model for evaluating the ecological benefits of vegetation | Full Text | References | PDF (3.9 MB) | EPUB
  • 1501 Views
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Article
Optimizing segmented trajectory data storage with HBase for improved spatio-temporal query efficiency
Yi Bao, Zhou Huang, Xuri Gong, Yuyang Zhang, Ganmin Yin & Han Wang
Pages: 1124-1143
Published online: 05 Apr 2023
AbstractforOptimizing segmented trajectory data storage with HBase for improved spatio-temporal query efficiency | Full Text | References | PDF (2.9 MB) | EPUB
  • 1369 Views
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Article
Template-based knowledge reuse method for generating high-speed railway virtual construction scenes
Heng Zhang, Wen Zhao, Zujie Han, Jun Zhu, Qing Zhu, Xinwen Ning, Dengke Fan, Hua Wang, Fengpin Jia, Wei Fang, Bin Yang & Weilian Li
Pages: 1144-1163
Published online: 05 Apr 2023
AbstractforTemplate-based knowledge reuse method for generating high-speed railway virtual construction scenes | Full Text | References | PDF (6.8 MB) | EPUB
  • 1193 Views
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Article
A novel fine-resolution snow depth retrieval model to reveal detailed spatiotemporal patterns of snow cover in Northeast China
Yanlin Wei, Xiaofeng Li, Lingjia Gu, Xingming Zheng & Tao Jiang
Pages: 1164-1185
Published online: 10 Apr 2023
AbstractforA novel fine-resolution snow depth retrieval model to reveal detailed spatiotemporal patterns of snow cover in Northeast China | Full Text | References | PDF (5.5 MB) | EPUB
  • 988 Views
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Article
An improved social force model (ISFM)-based crowd evacuation simulation method in virtual reality with a subway fire as a case study
Jinbin Zhang, Jun Zhu, Pei Dang, Jianlin Wu, Yuxuan Zhou, Weilian Li, Lin Fu, Yukun Guo & Jigang You
Pages: 1186-1204
Published online: 05 Apr 2023
AbstractforAn improved social force model (ISFM)-based crowd evacuation simulation method in virtual reality with a subway fire as a case study | Full Text | References | PDF (3.6 MB) | EPUB
  • 2168 Views
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Article
Monitoring of Carbon Monoxide (CO) changes in the atmosphere and urban environmental indices extracted from remote sensing images for 932 Iran cities from 2019 to 2021
Mohammad Mansourmoghaddam, Iman Rousta, Haraldur Olafsson, Przemysław Tkaczyk, Stanisław Chmiel, Piotr Baranowski & Jaromir Krzyszczak
Pages: 1205-1223
Published online: 17 Apr 2023
AbstractforMonitoring of Carbon Monoxide (CO) changes in the atmosphere and urban environmental indices extracted from remote sensing images for 932 Iran cities from 2019 to 2021 | Full Text | References | PDF (3.8 MB) | EPUB
  • 1382 Views
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Article
MDC-Net: a multi-directional constrained and prior assisted neural network for wood and leaf separation from terrestrial laser scanning
Wenxia Dai, Yiheng Jiang, Wen Zeng, Ruibo Chen, Yongyang Xu, Ningning Zhu, Wen Xiao, Zhen Dong & Qingfeng Guan
Pages: 1224-1245
Published online: 11 Apr 2023
AbstractforMDC-Net: a multi-directional constrained and prior assisted neural network for wood and leaf separation from terrestrial laser scanning | Full Text | References | PDF (4 MB) | EPUB
  • 1406 Views
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Article
GeoGlue: feature matching with self-supervised geometric priors for high-resolution UAV images
Weijia Bei, Xiangtao Fan, Hongdeng Jian, Xiaoping Du & Dongmei Yan
Pages: 1246-1275
Published online: 11 Apr 2023
AbstractforGeoGlue: feature matching with self-supervised geometric priors for high-resolution UAV images | Full Text | References | PDF (8.8 MB) | EPUB
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Article
Integration of Landsat time-series vegetation indices improves consistency of change detection
Mingxing Zhou, Dengqiu Li, Kuo Liao & Dengsheng Lu
Pages: 1276-1299
Published online: 13 Apr 2023
AbstractforIntegration of Landsat time-series vegetation indices improves consistency of change detection | Full Text | References | PDF (5.8 MB) | EPUB
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Article
Towards understanding the environmental and climatic changes and its contribution to the spread of wildfires in Ghana using remote sensing tools and machine learning (Google Earth Engine)
Kueshi Sémanou Dahan, Raymond Abudu Kasei, Rikiatu Husseini, Mohammed Y. Said & Md.Mijanur Rahman
Pages: 1300-1331
Published online: 17 Apr 2023
AbstractforTowards understanding the environmental and climatic changes and its contribution to the spread of wildfires in Ghana using remote sensing tools and machine learning (Google Earth Engine) | Full Text | References | PDF (5.5 MB) | EPUB
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Article
A review and comparison of surface incident shortwave radiation from multiple data sources: satellite retrievals, reanalysis data and GCM simulations
Shuyue Yang, Xiaotong Zhang, Shikang Guan, Wenbo Zhao, Yanjun Duan, Yunjun Yao, Kun Jia & Bo Jiang
Pages: 1332-1357
Published online: 12 Apr 2023
AbstractforA review and comparison of surface incident shortwave radiation from multiple data sources: satellite retrievals, reanalysis data and GCM simulations | Full Text | References | PDF (7.2 MB) | EPUB
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Article
Shortwave radiation balance modulates potential evapotranspiration over China
Fuxiao Jiang, Xianhong Xie, Yibing Wang, Arken Tursun & Yao Liu
Pages: 1358-1371
Published online: 11 Apr 2023
AbstractforShortwave radiation balance modulates potential evapotranspiration over China | Full Text | References | PDF (2.5 MB) | EPUB
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Article
Investigating the seasonal dynamics of surface water over the Qinghai–Tibet Plateau using Sentinel-1 imagery and a novel gated multiscale ConvNet
Xin Luo, Zhongwen Hu & Lin Liu
Pages: 1372-1394
Published online: 12 Apr 2023
AbstractforInvestigating the seasonal dynamics of surface water over the Qinghai–Tibet Plateau using Sentinel-1 imagery and a novel gated multiscale ConvNet | Full Text | References | PDF (5.1 MB) | EPUB
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Article
Legends of the dashboard: an empirical evaluation of split and joint layout designs for geovisual analytics interfaces
Izabela Gołębiowska, Tomasz Opach, Arzu Çöltekin, Jolanta Korycka-Skorupa & Jan Ketil Rød
Pages: 1395-1417
Published online: 17 Apr 2023
AbstractforLegends of the dashboard: an empirical evaluation of split and joint layout designs for geovisual analytics interfaces | Full Text | References | PDF (4 MB) | EPUB | Supplemental
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Article
An ethics assessment list for geoinformation ecosystems: revisiting the integrated geospatial information framework of the United Nations
Stefano Calzati & Bastiaan van Loenen
Pages: 1418-1438
Published online: 17 Apr 2023
AbstractforAn ethics assessment list for geoinformation ecosystems: revisiting the integrated geospatial information framework of the United Nations | Full Text | References | PDF (2.6 MB) | EPUB
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Review Article
Implementing the GEOSS water strategy: from observations to decisions
Richard Lawford, Sushel Unninayar, George J. Huffman, Wolfgang Grabs, Angélica Gutiérrez, Chu Ishida-Watanabe & Toshio Koike
Pages: 1439-1468
Published online: 18 Apr 2023
AbstractforImplementing the GEOSS water strategy: from observations to decisions | Full Text | References | PDF (2.5 MB) | EPUB
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Article
MDvT: introducing mobile three-dimensional convolution to a vision transformer for hyperspectral image classification
Xinyao Zhou, Wenzuo Zhou, Xiaoli Fu, Yichen Hu & Jinlian Liu
Pages: 1469-1490
Published online: 20 Apr 2023
AbstractforMDvT: introducing mobile three-dimensional convolution to a vision transformer for hyperspectral image classification | Full Text | References | PDF (4.3 MB) | EPUB
  • 1892 Views
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Article
Aesthetic style transferring method based on deep neural network between Chinese landscape painting and classical private garden’s virtual scenario
Shuai Hong, Jie Shen, Guonian Lü, Xiaoyan Liu, Yirui Mao, Nina Sun & Long Tang
Pages: 1491-1509
Published online: 23 Apr 2023
AbstractforAesthetic style transferring method based on deep neural network between Chinese landscape painting and classical private garden’s virtual scenario | Full Text | References | PDF (4.3 MB) | EPUB
  • 1739 Views
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Article
Approaches and tools for user-driven provenance and data quality information in spatial data infrastructures
Julia Fischer, Lukas Egli, Juliane Groth, Caterina Barrasso, Steffen Ehrmann, Heiko Figgemeier, Christin Henzen, Carsten Meyer, Ralph Müller-Pfefferkorn, Arne Rümmler, Michael Wagner, Lars Bernard & Ralf Seppelt
Pages: 1510-1529
Published online: 24 Apr 2023
AbstractforApproaches and tools for user-driven provenance and data quality information in spatial data infrastructures | Full Text | References | PDF (3.7 MB) | EPUB
  • 1637 Views
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Article
Machine learning-based prediction of sand and dust storm sources in arid Central Asia
Wei Wang, Alim Samat, Jilili Abuduwaili, Philippe De Maeyer & Tim Van de Voorde
Pages: 1530-1550
Published online: 25 Apr 2023
AbstractforMachine learning-based prediction of sand and dust storm sources in arid Central Asia | Full Text | References | PDF (5.5 MB) | EPUB
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Article
A new denoising method for photon-counting LiDAR data with different surface types and observation conditions
Jieying Lao, Cheng Wang, Sheng Nie, Xiaohuan Xi, Hui Long, Baokun Feng & Zijia Wang
Pages: 1551-1567
Published online: 25 Apr 2023
AbstractforA new denoising method for photon-counting LiDAR data with different surface types and observation conditions | Full Text | References | PDF (3.3 MB) | EPUB
  • 1355 Views
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Article
Correction of global digital elevation models in forested areas using an artificial neural network-based method with the consideration of spatial autocorrelation
Yanyan Li, Linye Li, Chuanfa Chen & Yan Liu
Pages: 1568-1588
Published online: 28 Apr 2023
AbstractforCorrection of global digital elevation models in forested areas using an artificial neural network-based method with the consideration of spatial autocorrelation | Full Text | References | PDF (3.7 MB) | EPUB
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Article
A hyperspectral detection model for permeability coefficient of debris flow fine-grained sediments, Southwestern China
Qinjun Wang, Jingjing Xie, Jingyi Yang, Peng Liu, Dingkun Chang & Wentao Xu
Pages: 1589-1606
Published online: 02 May 2023
AbstractforA hyperspectral detection model for permeability coefficient of debris flow fine-grained sediments, Southwestern China | Full Text | References | PDF (2.6 MB) | EPUB
  • 1128 Views
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Article
Spatial data trusts: an emerging governance framework for sharing spatial data
Nenad Radosevic, Matt Duckham, Mohammad Saiedur Rahaman, Serene Ho, Katherine Williams, Tanzima Hashem & Yaguang Tao
Pages: 1607-1639
Published online: 01 May 2023
AbstractforSpatial data trusts: an emerging governance framework for sharing spatial data | Full Text | References | PDF (4.2 MB) | EPUB
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Article
A labor-free index-guided semantic segmentation approach for urban vegetation mapping from high-resolution true color imagery
Peng Zhang, Cong Lin, Shanchuan Guo, Wei Zhang, Hong Fang & Peijun Du
Pages: 1640-1660
Published online: 02 May 2023
AbstractforA labor-free index-guided semantic segmentation approach for urban vegetation mapping from high-resolution true color imagery | Full Text | References | PDF (7 MB) | EPUB
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Article
Global degradation trends of grassland and their driving factors since 2000
Ziyu Yan, Zhihai Gao, Bin Sun, Xiangyuan Ding, Ting Gao & Yifu Li
Pages: 1661-1684
Published online: 02 May 2023
AbstractforGlobal degradation trends of grassland and their driving factors since 2000 | Full Text | References | PDF (5.4 MB) | EPUB
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Article
GMTS: GNN-based multi-scale transformer siamese network for remote sensing building change detection
Xinyang Song, Zhen Hua & Jinjiang Li
Pages: 1685-1706
Published online: 09 May 2023
AbstractforGMTS: GNN-based multi-scale transformer siamese network for remote sensing building change detection | Full Text | References | PDF (3.5 MB) | EPUB
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Article
Strategies in training deep learning models to extract building from multisource images with small training sample sizes
Dávid Abriha & Szilárd Szabó
Pages: 1707-1724
Published online: 09 May 2023
AbstractforStrategies in training deep learning models to extract building from multisource images with small training sample sizes | Full Text | References | PDF (3.5 MB) | EPUB
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Article
Urban restaurants and online food delivery during the COVID-19 pandemic: a spatial and socio-demographic analysis
Bakhtiar Feizizadeh, Davoud Omrazadeh, Mohammad Ghasemi, Samaneh Bageri, Tobia Lakes, Robert Kitzmann, Abolfazl Ghanbari & Thomas Blaschke
Pages: 1725-1751
Published online: 12 May 2023
AbstractforUrban restaurants and online food delivery during the COVID-19 pandemic: a spatial and socio-demographic analysis | Full Text | References | PDF (8 MB) | EPUB
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Article
Digital mapping of soil phosphorous sorption parameters (PSPs) using environmental variables and machine learning algorithms
Sanaz Saidi, Shamsollah Ayoubi, Mehran Shirvani, Kamran Azizi & Shuai Zhao
Pages: 1752-1769
Published online: 15 May 2023
AbstractforDigital mapping of soil phosphorous sorption parameters (PSPs) using environmental variables and machine learning algorithms | Full Text | References | PDF (2.8 MB) | EPUB
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Article
GACP: graph neural networks with ARMA filters and a parallel CNN for hyperspectral image classification
Jing Yang, Jie Sun, Yaping Ren, Shaobo Li, Shujie Ding & Jianjun Hu
Pages: 1770-1800
Published online: 15 May 2023
AbstractforGACP: graph neural networks with ARMA filters and a parallel CNN for hyperspectral image classification | Full Text | References | PDF (7 MB) | EPUB
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Article
Contour detection with bicubic spline surfaces
Hiroyuki Goto & Taiki Otsuka
Pages: 1801-1827
Published online: 17 May 2023
AbstractforContour detection with bicubic spline surfaces | Full Text | References | PDF (7.3 MB) | EPUB
  • 1055 Views
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Article
A graph autoencoder network to measure the geometric similarity of drainage networks in scaling transformation
Huafei Yu, Tinghua Ai, Min Yang, Weiming Huang & Lars Harrie
Pages: 1828-1852
Published online: 17 May 2023
AbstractforA graph autoencoder network to measure the geometric similarity of drainage networks in scaling transformation | Full Text | References | PDF (9.4 MB) | EPUB
  • 1138 Views
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Article
Evaluation and intercomparison of multiple satellite-derived and reanalysis downward shortwave radiation products in China
Liu Tong, Tao He, Yichuan Ma & Xiaotong Zhang
Pages: 1853-1884
Published online: 23 May 2023
AbstractforEvaluation and intercomparison of multiple satellite-derived and reanalysis downward shortwave radiation products in China | Full Text | References | PDF (9.9 MB) | EPUB
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Article
Near real-time spatial prediction of earthquake-induced landslides: A novel interpretable self-supervised learning method
Xuewen Wang, Xianmin Wang, Xinlong Zhang, Lizhe Wang, Haixiang Guo & Dongdong Li
Pages: 1885-1906
Published online: 23 May 2023
AbstractforNear real-time spatial prediction of earthquake-induced landslides: A novel interpretable self-supervised learning method | Full Text | References | PDF (5.9 MB) | EPUB
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Article
GEE-Based monitoring method of key management nodes in cotton production
Weiguang Yang, Weicheng Xu, Kangtin Yan, Zongyin Cui, Pengchao Chen, Lei Zhang & Yubin Lan
Pages: 1907-1922
Published online: 28 May 2023
AbstractforGEE-Based monitoring method of key management nodes in cotton production | Full Text | References | PDF (4.9 MB) | EPUB
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Article
Integrating MODIS LST and Sentinel-1 InSAR to monitor frozen soil deformation in the Qumalai-Zhiduo area, Qinghai-Tibet Plateau
Wenyan Yu, Mi Jiang & Xiao Cheng
Pages: 1923-1943
Published online: 31 May 2023
AbstractforIntegrating MODIS LST and Sentinel-1 InSAR to monitor frozen soil deformation in the Qumalai-Zhiduo area, Qinghai-Tibet Plateau | Full Text | References | PDF (5.8 MB) | EPUB
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Article
The fractal or scaling perspective on progressively generated intra-urban clusters from street junctions
Biao He, Renzhong Guo, Minmin Li, Ying Jing, Zhigang Zhao, Wei Zhu, Chen Zhang, Chengyue Zhang & Ding Ma
Pages: 1944-1961
Published online: 01 Jun 2023
AbstractforThe fractal or scaling perspective on progressively generated intra-urban clusters from street junctions | Full Text | References | PDF (3.7 MB) | EPUB
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Article
Who are on the road? A study on vehicle usage characteristics based on one-week vehicle trajectory data
Jihao Deng, Yiqing Cui, Xiaohong Chen, Chris Bachmann & Quan Yuan
Pages: 1962-1984
Published online: 01 Jun 2023
AbstractforWho are on the road? A study on vehicle usage characteristics based on one-week vehicle trajectory data | Full Text | References | PDF (2.9 MB) | EPUB
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Article
Urban growth dynamics and expansion forms in 11 Tanzanian cities from 1990 to 2020
Neema Simon Sumari, Fanan Ujoh, Calvin Samwel Swai & Muchen Zheng
Pages: 1985-2001
Published online: 04 Jun 2023
AbstractforUrban growth dynamics and expansion forms in 11 Tanzanian cities from 1990 to 2020 | Full Text | References | PDF (3.6 MB) | EPUB
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Article
Generation of global 1-km daily top-of-atmosphere outgoing longwave radiation product from 2000 to 2021 using machine learning
Chuan Zhan & Shunlin Liang
Pages: 2002-2012
Published online: 04 Jun 2023
AbstractforGeneration of global 1-km daily top-of-atmosphere outgoing longwave radiation product from 2000 to 2021 using machine learning | Full Text | References | PDF (2.4 MB) | EPUB
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Article
RepDDNet: a fast and accurate deforestation detection model with high-resolution remote sensing image
Zhipan Wang, Zhongwu Wang, Dongmei Yan, Zewen Mo, Hua Zhang & Qingling Zhang
Pages: 2013-2033
Published online: 04 Jun 2023
AbstractforRepDDNet: a fast and accurate deforestation detection model with high-resolution remote sensing image | Full Text | References | PDF (4.2 MB) | EPUB
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Review Article
Advances in spatiotemporal graph neural network prediction research
Yi Wang
Pages: 2034-2066
Published online: 05 Jun 2023
AbstractforAdvances in spatiotemporal graph neural network prediction research | Full Text | References | PDF (3.3 MB) | EPUB
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Article
On-orbit geometric calibration of satellite laser altimeters using infrared detectors and corner-cube retroreflectors
Junfeng Xie, Ren Liu, Xiaomeng Yang, Fan Mo, Fangxu Zhang & Lirong Liu
Pages: 2067-2088
Published online: 05 Jun 2023
AbstractforOn-orbit geometric calibration of satellite laser altimeters using infrared detectors and corner-cube retroreflectors | Full Text | References | PDF (2.3 MB) | EPUB
  • 616 Views
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Article
Open HD map service model: an interoperable high-Definition map data model for autonomous driving
Fengyuan Zhang, Wenzhong Shi, Min Chen, Wei Huang & Xintao Liu
Pages: 2089-2110
Published online: 06 Jun 2023
AbstractforOpen HD map service model: an interoperable high-Definition map data model for autonomous driving | Full Text | References | PDF (6 MB) | EPUB
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Article
A type of polarimetric parameter for evaluating the reliability of model-based decomposition result and its application
Wentao Han, Haiqiang Fu, Jianjun Zhu & Qinghua Xie
Pages: 2111-2128
Published online: 06 Jun 2023
AbstractforA type of polarimetric parameter for evaluating the reliability of model-based decomposition result and its application | Full Text | References | PDF (9.8 MB) | EPUB
  • 493 Views
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Article
A multi-layer modelling approach for mining versatile ports of a global maritime transportation network
Peng Peng, Christophe Claramunt, Shifen Cheng, Yu Yang & Feng Lu
Pages: 2129-2151
Published online: 06 Jun 2023
AbstractforA multi-layer modelling approach for mining versatile ports of a global maritime transportation network | Full Text | References | PDF (2.1 MB) | EPUB
  • 986 Views
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Article
Digital mapping of pesticides bioconcentration by integrating remote sensing techniques and plant uptake model
Chenyang Xu, Shuangqiao Liao, Minghao Lin, Qian Yue & Jizhe Xia
Pages: 2152-2167
Published online: 07 Jun 2023
AbstractforDigital mapping of pesticides bioconcentration by integrating remote sensing techniques and plant uptake model | Full Text | References | PDF (2.3 MB) | EPUB
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Article
High-resolution global mature and young oil palm plantation subclass maps for 2020
You Xu, Dongjie Fu, Hao Yu, Fenzhen Su, Vincent Lyne, Rong Fan, Bin He, Tingting Pan & Jiasheng Tang
Pages: 2168-2188
Published online: 08 Jun 2023
AbstractforHigh-resolution global mature and young oil palm plantation subclass maps for 2020 | Full Text | References | PDF (5.5 MB) | EPUB
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Article
WMO: an ontology for the semantic enrichment of wetland monitoring data
Xin Xiao, Hui Lin & Chaoyang Fang
Pages: 2189-2211
Published online: 07 Jun 2023
AbstractforWMO: an ontology for the semantic enrichment of wetland monitoring data | Full Text | References | PDF (3.7 MB) | EPUB
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Article
Monitoring forest dynamics in Africa during 2000–2020 using a remotely sensed fractional tree cover dataset
Xuexin Wei, Yang Liu, Lin Qi, Jilong Chen, Guoqin Wang, Linxiu Zhang & Ronggao Liu
Pages: 2212-2232
Published online: 08 Jun 2023
AbstractforMonitoring forest dynamics in Africa during 2000–2020 using a remotely sensed fractional tree cover dataset | Full Text | References | PDF (4.8 MB) | EPUB
  • 1608 Views
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Article
Time-lagged and cumulative effects of drought and anthropogenic activities on China's vegetation greening from 1990 to 2018
Yuxi Wang, Tiantian Chen, Qiang Wang & Li Peng
Pages: 2233-2258
Published online: 14 Jun 2023
AbstractforTime-lagged and cumulative effects of drought and anthropogenic activities on China's vegetation greening from 1990 to 2018 | Full Text | References | PDF (5.6 MB) | EPUB | Supplemental
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Article
Power outage and environmental justice in Winter Storm Uri: an analytical workflow based on nighttime light remote sensing
Jinwen Xu, Yi Qiang, Heng Cai & Lei Zou
Pages: 2259-2278
Published online: 18 Jun 2023
AbstractforPower outage and environmental justice in Winter Storm Uri: an analytical workflow based on nighttime light remote sensing | Full Text | References | PDF (4.2 MB) | EPUB
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Review Article
The future of global land change monitoring
Xiao-Peng Song
Pages: 2279-2300
Published online: 16 Jun 2023
AbstractforThe future of global land change monitoring | Full Text | References | PDF (4.1 MB) | EPUB
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Article
Spatiotemporal expression and application of urban residential solar rights based on CityGML-LADM
Chengcheng Liu, Haihong Zhu, Lin Li, Jianfang Ma & Feng Li
Pages: 2301-2321
Published online: 19 Jun 2023
AbstractforSpatiotemporal expression and application of urban residential solar rights based on CityGML-LADM | Full Text | References | PDF (4.3 MB) | EPUB
  • 525 Views
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Article
Height estimation from single aerial imagery using contrastive learning based multi-scale refinement network
Wufan Zhao, Hu Ding, Jiaming Na, Mengmeng Li & Dirk Tiede
Pages: 2322-2340
Published online: 19 Jun 2023
AbstractforHeight estimation from single aerial imagery using contrastive learning based multi-scale refinement network | Full Text | References | PDF (3.7 MB) | EPUB
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Article
Dynamic evolution of spring sand and dust storms and cross-border response in Mongolian plateau from 2000 to 2021
Yu Zhang, Juanle Wang, Altansukh Ochir, Sonomdagva Chonokhuu & Chuluun Togtokh
Pages: 2341-2355
Published online: 26 Jun 2023
AbstractforDynamic evolution of spring sand and dust storms and cross-border response in Mongolian plateau from 2000 to 2021 | Full Text | References | PDF (3.1 MB) | EPUB
  • 788 Views
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Article
Reduction of rain effect on wave height estimation from marine X-band radar images using unsupervised generative adversarial networks
Li Wang, Hui Mei, Weilun Luo & Yunfei Cheng
Pages: 2356-2373
Published online: 27 Jun 2023
AbstractforReduction of rain effect on wave height estimation from marine X-band radar images using unsupervised generative adversarial networks | Full Text | References | PDF (3.3 MB) | EPUB
  • 580 Views
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Review Article
Visualization analysis of rainfall-induced landslides hazards based on remote sensing and geographic information system-an overview
Zhengli Yang, Heng Lu, Zhijie Zhang, Chao Liu, Ruihua Nie, Wanchang Zhang, Gang Fan, Chen Chen, Lei Ma, Xiaoai Dai, Min Zhang & Donghui Zhang
Pages: 2374-2402
Published online: 30 Jun 2023
AbstractforVisualization analysis of rainfall-induced landslides hazards based on remote sensing and geographic information system-an overview | Full Text | References | PDF (4.2 MB) | EPUB
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Article
A dynamic holographic modelling method of digital twin scenes for bridge construction
Jianlin Wu, Jun Zhu, Jinbin Zhang, Pei Dang, Weilian Li, Yukun Guo, Lin Fu, Jianbo Lai, Jigang You, YaKun Xie & Ce Liang
Pages: 2404-2425
Published online: 30 Jun 2023
AbstractforA dynamic holographic modelling method of digital twin scenes for bridge construction | Full Text | References | PDF (4.1 MB) | EPUB
  • 1387 Views
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Article
DSFA: cross-scene domain style and feature adaptation for landslide detection from high spatial resolution images
Penglei Li, Yi Wang, Tongzhen Si, Kashif Ullah, Wei Han & Lizhe Wang
Pages: 2426-2447
Published online: 30 Jun 2023
AbstractforDSFA: cross-scene domain style and feature adaptation for landslide detection from high spatial resolution images | Full Text | References | PDF (2.8 MB) | EPUB
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Article
Grid graph-based large-scale point clouds registration
Yi Han, Guangyun Zhang & Rongting Zhang
Pages: 2448-2466
Published online: 02 Jul 2023
AbstractforGrid graph-based large-scale point clouds registration | Full Text | References | PDF (4.1 MB) | EPUB
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Article
Retrieving the grounding lines of the Riiser-Larsen Ice Shelf using Sentinel-1 SAR images
Faming Gong, Kui Zhang & Shujun Liu
Pages: 2467-2486
Published online: 02 Jul 2023
AbstractforRetrieving the grounding lines of the Riiser-Larsen Ice Shelf using Sentinel-1 SAR images | Full Text | References | PDF (6.6 MB) | EPUB
  • 608 Views
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Article
Tracking the historical urban development by classifying Landsat MSS data with training samples migrated across time and space
Zemin Feng, Yuqing Liu, Yan Shi & Jun Yang
Pages: 2487-2502
Published online: 03 Jul 2023
AbstractforTracking the historical urban development by classifying Landsat MSS data with training samples migrated across time and space | Full Text | References | PDF (4.4 MB) | EPUB
  • 573 Views
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Article
How the physical inactivity is affected by social-, economic- and physical-environmental factors: an exploratory study using the machine learning approach
Kangjae Lee, Jue Wang & Joon Heo
Pages: 2503-2521
Published online: 04 Jul 2023
AbstractforHow the physical inactivity is affected by social-, economic- and physical-environmental factors: an exploratory study using the machine learning approach | Full Text | References | PDF (3.5 MB) | EPUB
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Article
A new multi-source remote sensing image sample dataset with high resolution for flood area extraction: GF-FloodNet
Yuwei Zhang, Peng Liu, Lajiao Chen, Mengzhen Xu, Xingyan Guo & Lingjun Zhao
Pages: 2522-2554
Published online: 04 Jul 2023
AbstractforA new multi-source remote sensing image sample dataset with high resolution for flood area extraction: GF-FloodNet | Full Text | References | PDF (7.6 MB) | EPUB
  • 2268 Views
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Article
Seeing through a new lens: exploring the potential of city walking tour videos for urban analytics
Maximilian C. Hartmann & Ross S. Purves
Pages: 2555-2573
Published online: 04 Jul 2023
AbstractforSeeing through a new lens: exploring the potential of city walking tour videos for urban analytics | Full Text | References | PDF (2.1 MB) | EPUB
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Article
Evaluation of temporal compositing algorithms for annual land cover classification using Landsat time series data
Xichen Meng, Shuai Xie, Lin Sun, Liangyun Liu & Yilong Han
Pages: 2574-2598
Published online: 06 Jul 2023
AbstractforEvaluation of temporal compositing algorithms for annual land cover classification using Landsat time series data | Full Text | References | PDF (3.3 MB) | EPUB
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Article
A new framework for GEOBIA: accurate individual plant extraction and detection using high-resolution RGB data from UAVs
Kaile Yang, Zhangxi Ye, Huan Liu, Xiaoyu Su, Chenhui Yu, Houxi Zhang & Riwen Lai
Pages: 2599-2622
Published online: 06 Jul 2023
AbstractforA new framework for GEOBIA: accurate individual plant extraction and detection using high-resolution RGB data from UAVs | Full Text | References | PDF (5.8 MB) | EPUB
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Article
Super-resolution GANs for upscaling unplanned urban settlements from remote sensing satellite imagery – the case of Chinese urban village detection
Alessandro Crivellari, Hong Wei, Chunzhu Wei & Yuhui Shi
Pages: 2623-2643
Published online: 10 Jul 2023
AbstractforSuper-resolution GANs for upscaling unplanned urban settlements from remote sensing satellite imagery – the case of Chinese urban village detection | Full Text | References | PDF (3.6 MB) | EPUB
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Article
The decrease of salinity in lakes on the Tibetan Plateau between 2000 and 2019 based on remote sensing model inversions
Chong Liu, Liping Zhu, Junbo Wang, Jianting Ju, Qingfeng Ma & Qiangqiang Kou
Pages: 2644-2659
Published online: 10 Jul 2023
AbstractforThe decrease of salinity in lakes on the Tibetan Plateau between 2000 and 2019 based on remote sensing model inversions | Full Text | References | PDF (3.9 MB) | EPUB
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Article
Adopting GPU computing to support DL-based Earth science applications
Zifu Wang, Yun Li, Kevin Wang, Jacob Cain, Mary Salami, Daniel Q. Duffy, Michael M. Little & Chaowei Yang
Pages: 2660-2680
Published online: 11 Jul 2023
AbstractforAdopting GPU computing to support DL-based Earth science applications | Full Text | References | PDF (2 MB) | EPUB
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Article
A new method for the extraction of tailing ponds from very high-resolution remotely sensed images: PSVED
Chengye Zhang, Jianghe Xing, Jun Li, Shouhang Du & Qiming Qin
Pages: 2681-2703
Published online: 11 Jul 2023
AbstractforA new method for the extraction of tailing ponds from very high-resolution remotely sensed images: PSVED | Full Text | References | PDF (4 MB) | EPUB
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Article
Spatiotemporal dynamics of population density in China using nighttime light and geographic weighted regression method*
Wei Guo, Jinke Liu, Xuesheng Zhao, Wei Hou, Yunxuan Zhao, Yongxing Li, Wenbin Sun & Deqin Fan
Pages: 2704-2723
Published online: 12 Jul 2023
AbstractforSpatiotemporal dynamics of population density in China using nighttime light and geographic weighted regression method* | Full Text | References | PDF (4.4 MB) | EPUB
  • 1203 Views
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Article
Combination of super-resolution reconstruction and SGA-Net for marsh vegetation mapping using multi-resolution multispectral and hyperspectral images
Bolin Fu, Xidong Sun, Yuyang Li, Zhinan Lao, Tengfang Deng, Hongchang He, Weiwei Sun & Guoqing Zhou
Pages: 2724-2761
Published online: 13 Jul 2023
AbstractforCombination of super-resolution reconstruction and SGA-Net for marsh vegetation mapping using multi-resolution multispectral and hyperspectral images | Full Text | References | PDF (11.2 MB) | EPUB
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Article
Red list assessments of Chinese higher plants
Liping Li, Haining Qin, Eimear Nic Lughadha, Yaomin Zheng, Huawei Wan, Jack Plummer, Melanie-Jayne R. Howes, Huiyuan Liu, Yangming Jiang, Tuo Wang, Huihui Zhao, Zhanfeng Shen & Huiping Huang
Pages: 2762-2775
Published online: 13 Jul 2023
AbstractforRed list assessments of Chinese higher plants | Full Text | References | PDF (1.4 MB) | EPUB | Supplemental
  • 1216 Views
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Article
Future variation of land surface temperature in the Yangtze River Basin based on CMIP6 model
Jinlian Liu, Hanya Tang, Fengqin Yan, Shiwei Liu, Xuguang Tang, Zhi Ding & Pujia Yu
Pages: 2776-2796
Published online: 25 Jul 2023
AbstractforFuture variation of land surface temperature in the Yangtze River Basin based on CMIP6 model | Full Text | References | PDF (6.1 MB) | EPUB
  • 785 Views
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Article
Evolutionary PSO-based emergency monitoring geospatial edge service chain in the emergency communication network
Sheng He, Xicheng Tan, Yanfei Zhong, Meng Huang, Zhiyuan Mei, You Wan & Huaming Wang
Pages: 2797-2817
Published online: 25 Jul 2023
AbstractforEvolutionary PSO-based emergency monitoring geospatial edge service chain in the emergency communication network | Full Text | References | PDF (4 MB) | EPUB
  • 630 Views
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Article
Collecting volunteered geographic information from the Global Navigation Satellite System (GNSS): experiences from the CAMALIOT project
Linda See, Benedikt Soja, Grzegorz Kłopotek, Tobias Sturn, Rudi Weinacker, Santosh Karanam, Ivelina Georgieva, Yuanxin Pan, Laura Crocetti, Markus Rothacher, Vicente Navarro, Steffen Fritz & Ian McCallum
Pages: 2818-2841
Published online: 27 Jul 2023
AbstractforCollecting volunteered geographic information from the Global Navigation Satellite System (GNSS): experiences from the CAMALIOT project | Full Text | References | PDF (5.1 MB) | EPUB | Supplemental
  • 828 Views
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Correction
Correction
Page: 2842
Published online: 31 Jul 2023
CitationforCorrection | Full Text | PDF (212.6 KB) | EPUB
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Correction
Correction
Page: 2843
Published online: 31 Jul 2023
CitationforCorrection | Full Text | PDF (210.6 KB) | EPUB
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Article
MDSNet: a multiscale decoupled supervision network for semantic segmentation of remote sensing images
Jiangfan Feng, Panyu Chen, Zhujun Gu, Maimai Zeng & Wei Zheng
Pages: 2844-2861
Published online: 27 Jul 2023
AbstractforMDSNet: a multiscale decoupled supervision network for semantic segmentation of remote sensing images | Full Text | References | PDF (3.7 MB) | EPUB
  • 894 Views
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Article
A novel spectral index for mapping blue colour-coated steel roofs (BCCSRs) in urban areas using Sentinel-2 data
Chuanwu Zhao & Yaozhong Pan
Pages: 2862-2884
Published online: 27 Jul 2023
AbstractforA novel spectral index for mapping blue colour-coated steel roofs (BCCSRs) in urban areas using Sentinel-2 data | Full Text | References | PDF (12.9 MB) | EPUB | Supplemental
  • 979 Views
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Article
Space-associated domain adaptation for three-dimensional mineral prospectivity modeling
Yang Zheng, Hao Deng, Jingjie Wu, Ruisheng Wang, Zhankun Liu, Lixin Wu, Xiancheng Mao & Jing Chen
Pages: 2885-2911
Published online: 31 Jul 2023
AbstractforSpace-associated domain adaptation for three-dimensional mineral prospectivity modeling | Full Text | References | PDF (4.8 MB) | EPUB
  • 794 Views
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Article
Variability and trends in land surface longwave radiation fluxes from six satellite and reanalysis products
Jianglei Xu, Shunlin Liang, Tao He, Han Ma, Yufang Zhang, Guodong Zhang & Hui Liang
Pages: 2912-2940
Published online: 10 Aug 2023
AbstractforVariability and trends in land surface longwave radiation fluxes from six satellite and reanalysis products | Full Text | References | PDF (6.1 MB) | EPUB | Supplemental
  • 748 Views
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Article
Feedback and contribution of vegetation, air temperature and precipitation to land surface temperature in the Yangtze River Basin considering statistical analysis
Jinlian Liu, Xinyao Zhou, Hanya Tang, Fengqin Yan, Shiwei Liu, Xuguang Tang, Zhi Ding, Ke Jiang & Pujia Yu
Pages: 2941-2961
Published online: 10 Aug 2023
AbstractforFeedback and contribution of vegetation, air temperature and precipitation to land surface temperature in the Yangtze River Basin considering statistical analysis | Full Text | References | PDF (4.3 MB) | EPUB
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Article
Multiresolution generative adversarial networks with bidirectional adaptive-stage progressive guided fusion for remote sensing image
Yuanyuan Wu, Yuchun Li, Mengxing Huang & Siling Feng
Pages: 2962-2997
Published online: 10 Aug 2023
AbstractforMultiresolution generative adversarial networks with bidirectional adaptive-stage progressive guided fusion for remote sensing image | Full Text | References | PDF (11.2 MB) | EPUB
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Article
Downscaling inversion of GRACE-derived groundwater storage changes based on ensemble learning
Pengao Li, Haiyang Yu, Peng Zhou, Ping Zhang & Ruili Wang
Pages: 2998-3022
Published online: 10 Aug 2023
AbstractforDownscaling inversion of GRACE-derived groundwater storage changes based on ensemble learning | Full Text | References | PDF (3.8 MB) | EPUB
  • 1232 Views
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Review Article
Improving social media use for disaster resilience: challenges and strategies
Nina S. N. Lam, Michelle Meyer, Margaret Reams, Seungwon Yang, Kisung Lee, Lei Zou, Volodymyr Mihunov, Kejin Wang, Ryan Kirby & Heng Cai
Pages: 3023-3044
Published online: 10 Aug 2023
AbstractforImproving social media use for disaster resilience: challenges and strategies | Full Text | References | PDF (3.3 MB) | EPUB
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Article
TopoBERT: a plug and play toponym recognition module harnessing fine-tuned BERT
Bing Zhou, Lei Zou, Yingjie Hu, Yi Qiang & Daniel Goldberg
Pages: 3045-3064
Published online: 10 Aug 2023
AbstractforTopoBERT: a plug and play toponym recognition module harnessing fine-tuned BERT | Full Text | References | PDF (2.3 MB) | EPUB
  • 807 Views
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Review Article
ROI-constrained visualization of flood scenes to improve perception efficiency
Jigang You, Jun Zhu, Weilian Li, Yukun Guo, Lin Fu & Pei Dang
Pages: 3065-3084
Published online: 10 Aug 2023
AbstractforROI-constrained visualization of flood scenes to improve perception efficiency | Full Text | References | PDF (3.8 MB) | EPUB
  • 535 Views
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Article
Ice bottom evolution derived from thermistor string-based ice mass balance buoy observations
Zeliang Liao, Yubing Cheng, Ying Jiang, Mengmeng Li, Bin Cheng & Stein Sandven
Pages: 3085-3104
Published online: 10 Aug 2023
AbstractforIce bottom evolution derived from thermistor string-based ice mass balance buoy observations | Full Text | References | PDF (3.3 MB) | EPUB
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Article
Soil erosion assessment by RUSLE model using remote sensing and GIS in an arid zone
Pingheng Li, Aqil Tariq, Qingting Li, Bushra Ghaffar, Muhammad Farhan, Ahsan Jamil, Walid Soufan, Ayman El Sabagh & Mohamed Freeshah
Pages: 3105-3124
Published online: 10 Aug 2023
AbstractforSoil erosion assessment by RUSLE model using remote sensing and GIS in an arid zone | Full Text | References | PDF (4.3 MB) | EPUB
  • 3648 Views
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Article
Ecological health analysis of wetlands in the middle reaches of Yangtze River under changing environment
Shengqing Zhang, Xiaoyan Zhai, Peng Yang, Jun Xia, Sheng Hu, Libo Zhou & Cai Fu
Pages: 3125-3144
Published online: 10 Aug 2023
AbstractforEcological health analysis of wetlands in the middle reaches of Yangtze River under changing environment | Full Text | References | PDF (5.4 MB) | EPUB | Supplemental
  • 848 Views
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Article
Street network patterns for mitigating urban heat islands in arid climates
Kimia Chenary, Ali Soltani & Ayyoob Sharifi
Pages: 3145-3161
Published online: 10 Aug 2023
AbstractforStreet network patterns for mitigating urban heat islands in arid climates | Full Text | References | PDF (2.2 MB) | EPUB
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Article
Assessing tree crown fire damage integrating linear spectral mixture analysis and supervised machine learning on Sentinel-2 imagery
Giandomenico De Luca, Giuseppe Modica, João M. N. Silva, Salvatore Praticò & José M.C. Pereira
Pages: 3162-3198
Published online: 10 Aug 2023
AbstractforAssessing tree crown fire damage integrating linear spectral mixture analysis and supervised machine learning on Sentinel-2 imagery | Full Text | References | PDF (13.4 MB) | EPUB
  • 577 Views
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Article
Automated and refined wetland mapping of Dongting Lake using migrated training samples based on temporally dense Sentinel 1/2 imagery
Yawen Deng, Weiguo Jiang, Ziyan Ling, Xiaoya Wang, Kaifeng Peng & Zhuo Li
Pages: 3199-3221
Published online: 16 Aug 2023
AbstractforAutomated and refined wetland mapping of Dongting Lake using migrated training samples based on temporally dense Sentinel 1/2 imagery | Full Text | References | PDF (6.5 MB) | EPUB
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Article
Extracting subpixel vegetation NDVI time series for evaluating the mixed pixel effect on GPP estimation in urban areas
Shuxu Li, Zheng Zhou, Rongfei Ma, Shishi Liu & Qingfeng Guan
Pages: 3222-3238
Published online: 16 Aug 2023
AbstractforExtracting subpixel vegetation NDVI time series for evaluating the mixed pixel effect on GPP estimation in urban areas | Full Text | References | PDF (2.9 MB) | EPUB
  • 580 Views
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Article
Automatic extraction and reconstruction of a 3D wireframe of an indoor scene from semantic point clouds
Junyi Wei, Hangbin Wu, Han Yue, Shoujun Jia, Jintao Li & Chun Liu
Pages: 3239-3267
Published online: 16 Aug 2023
AbstractforAutomatic extraction and reconstruction of a 3D wireframe of an indoor scene from semantic point clouds | Full Text | References | PDF (6.1 MB) | EPUB
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Article
HyperRefiner: a refined hyperspectral pansharpening network based on the autoencoder and self-attention
Bo Zhou, Xianfeng Zhang, Xiao Chen, Miao Ren & Ziyuan Feng
Pages: 3268-3294
Published online: 18 Aug 2023
AbstractforHyperRefiner: a refined hyperspectral pansharpening network based on the autoencoder and self-attention | Full Text | References | PDF (4.9 MB) | EPUB
  • 759 Views
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Article
The distribution and evolution of surface fractures on pan-Antarctic ice shelves
Ao Pang, Qi Liang, Weijia Li, Lei Zheng, Teng Li & Xiao Cheng
Pages: 3295-3320
Published online: 23 Aug 2023
AbstractforThe distribution and evolution of surface fractures on pan-Antarctic ice shelves | Full Text | References | PDF (6 MB) | EPUB
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Article
Multi-temporal urban semantic understanding based on GF-2 remote sensing imagery: from tri-temporal datasets to multi-task mapping
Sunan Shi, Yanfei Zhong, Yinhe Liu, Jue Wang, Yuting Wan, Ji Zhao, Pengyuan Lv, Liangpei Zhang & Deren Li
Pages: 3321-3347
Published online: 20 Aug 2023
AbstractforMulti-temporal urban semantic understanding based on GF-2 remote sensing imagery: from tri-temporal datasets to multi-task mapping | Full Text | References | PDF (6.3 MB) | EPUB
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Article
Automatic identification of building structure types using unmanned aerial vehicle oblique images and deep learning considering facade prior knowledge
Leilei Zhang, Guoxin Wang & Weijian Sun
Pages: 3348-3367
Published online: 23 Aug 2023
AbstractforAutomatic identification of building structure types using unmanned aerial vehicle oblique images and deep learning considering facade prior knowledge | Full Text | References | PDF (4.8 MB) | EPUB
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Article
Assessing factors impacting inter-satellite variability of grassland curing estimates for fire monitoring in Victoria, Australia using remote sensing
Sike Li
Pages: 3368-3383
Published online: 23 Aug 2023
AbstractforAssessing factors impacting inter-satellite variability of grassland curing estimates for fire monitoring in Victoria, Australia using remote sensing | Full Text | References | PDF (1.7 MB) | EPUB
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Article
Modeling landslide susceptibility based on convolutional neural network coupling with metaheuristic optimization algorithms
Zhuo Chen & Danqing Song
Pages: 3384-3416
Published online: 23 Aug 2023
AbstractforModeling landslide susceptibility based on convolutional neural network coupling with metaheuristic optimization algorithms | Full Text | References | PDF (7 MB) | EPUB
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Article
Spatiotemporal analysis of the impact of urban landscape forms on PM2.5 in China from 2001 to 2020
Shoutao Zhu, Jiayi Tang, Xiaolu Zhou, Peng Li, Zelin Liu, Cicheng Zhang, Ziying Zou, Tong Li & Changhui Peng
Pages: 3417-3434
Published online: 30 Aug 2023
AbstractforSpatiotemporal analysis of the impact of urban landscape forms on PM2.5 in China from 2001 to 2020 | Full Text | References | PDF (3.5 MB) | EPUB | Supplemental
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Article
A methodological framework for analyzing PPGIS data collected in 3D
Kamyar Hasanzadeh, Nora Fagerholm, Hans Skov-Petersen & Anton Stahl Olafsson
Pages: 3435-3455
Published online: 30 Aug 2023
AbstractforA methodological framework for analyzing PPGIS data collected in 3D | Full Text | References | PDF (3.6 MB) | EPUB
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Article
Local climate zone mapping using remote sensing: a synergetic use of daytime multi-view Ziyuan-3 stereo imageries and Luojia-1 nighttime light data
Ying Liang, Shisong Cao, Mingyi Du, Linlin Lu, Jie Jiang, Jinling Quan & Meizi Yang
Pages: 3456-3488
Published online: 30 Aug 2023
AbstractforLocal climate zone mapping using remote sensing: a synergetic use of daytime multi-view Ziyuan-3 stereo imageries and Luojia-1 nighttime light data | Full Text | References | PDF (6.8 MB) | EPUB | Supplemental
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Article
Spectral clustering eigenvector selection of hyperspectral image based on the coincidence degree of data distribution
Zhongliang Ren, Qiuping Zhai & Lin Sun
Pages: 3489-3512
Published online: 30 Aug 2023
AbstractforSpectral clustering eigenvector selection of hyperspectral image based on the coincidence degree of data distribution | Full Text | References | PDF (6 MB) | EPUB
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Article
Modification and validation of a new method to improve the accuracy of MODIS-derived dew point temperature over mainland China
Wenbin Zhu & Mei Cao
Pages: 3513-3535
Published online: 01 Sep 2023
AbstractforModification and validation of a new method to improve the accuracy of MODIS-derived dew point temperature over mainland China | Full Text | References | PDF (5.1 MB) | EPUB
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Article
Performance analysis of global HYCOM flow field using Argo profiles
Yixuan Zhang, Songshan Yue, Kai Xu, Zhuo Zhang, Liangcheng Zhou, Yihan Zhang & Guonian Lü
Pages: 3536-3559
Published online: 01 Sep 2023
AbstractforPerformance analysis of global HYCOM flow field using Argo profiles | Full Text | References | PDF (6.1 MB) | EPUB | Supplemental
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Article
A lightweight distillation CNN-transformer architecture for remote sensing image super-resolution
Yu Wang, Zhenfeng Shao, Tao Lu, Lifeng Liu, Xiao Huang, Jiaming Wang, Kui Jiang & Kangli Zeng
Pages: 3560-3579
Published online: 01 Sep 2023
AbstractforA lightweight distillation CNN-transformer architecture for remote sensing image super-resolution | Full Text | References | PDF (5.2 MB) | EPUB
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Article
Hyperspectral and multispectral remote sensing image fusion using SwinGAN with joint adaptive spatial-spectral gradient loss function
Chunyu Zhu, Shangqi Deng, Jiaxin Li, Ying Zhang, Liwei Gong, Liangbo Gao, Na Ta, Shengbo Chen & Qiong Wu
Pages: 3580-3600
Published online: 04 Sep 2023
AbstractforHyperspectral and multispectral remote sensing image fusion using SwinGAN with joint adaptive spatial-spectral gradient loss function | Full Text | References | PDF (3.4 MB) | EPUB
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Article
Classification of hyperspectral images using fusion of CNN and MiniGCN with SVM
Wenbing Wu, Tariq Sadad, Mejdl Safran, Sultan Alfarhood & Xiaojian Yuan
Pages: 3601-3617
Published online: 13 Sep 2023
AbstractforClassification of hyperspectral images using fusion of CNN and MiniGCN with SVM | Full Text | References | PDF (1.9 MB) | EPUB
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Article
High-resolution land cover classification: cost-effective approach for extraction of reliable training data from existing land cover datasets
Gorica Bratic, Vasil Yordanov & Maria Antonia Brovelli
Pages: 3618-3636
Published online: 13 Sep 2023
AbstractforHigh-resolution land cover classification: cost-effective approach for extraction of reliable training data from existing land cover datasets | Full Text | References | PDF (2.4 MB) | EPUB
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Article
Construction of quality evaluation indicator system for diamond discrete global grid systems
Fuli Luo, Shupeng Gao, Xinpeng Wang, Aimei Chen, Zheng Wang & Yalu Li
Pages: 3637-3660
Published online: 31 Aug 2023
AbstractforConstruction of quality evaluation indicator system for diamond discrete global grid systems | Full Text | References | PDF (3.4 MB) | EPUB
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Article
A novel semantic segmentation approach based on U-Net, WU-Net, and U-Net++ deep learning for predicting areas sensitive to pluvial flood at tropical area
Laura Melgar-García, Francisco Martínez-Álvarez, Dieu Tien Bui & Alicia Troncoso
Pages: 3661-3679
Published online: 13 Sep 2023
AbstractforA novel semantic segmentation approach based on U-Net, WU-Net, and U-Net++ deep learning for predicting areas sensitive to pluvial flood at tropical area | Full Text | References | PDF (5 MB) | EPUB
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The spatial dynamics of Ukraine air quality impacted by the war and pandemic
Anusha Srirenganathan Malarvizhi, Qian Liu, Theodore S. Trefonides, Sina Hasheminassab, Jennifer Smith, Thomas Huang, Kevin M. Marlis, Joe T. Roberts, Zifu Wang, Dexuan Sha, Ana Beatriz Moura Pereira, Heramb Podar, Jacob Cain & Chaowei Yang
Pages: 3680-3705
Published online: 18 Sep 2023
AbstractforThe spatial dynamics of Ukraine air quality impacted by the war and pandemic | Full Text | References | PDF (5.6 MB) | EPUB
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Article
Modeling potential wetland distributions in China based on geographic big data and machine learning algorithms
Hengxing Xiang, Yanbiao Xi, Dehua Mao, Tianyuan Xu, Ming Wang, Fudong Yu, Kaidong Feng & Zongming Wang
Pages: 3706-3724
Published online: 18 Sep 2023
AbstractforModeling potential wetland distributions in China based on geographic big data and machine learning algorithms | Full Text | References | PDF (2.8 MB) | EPUB
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Article
Significant discrepancies of land surface daily net radiation among ten remotely sensed and reanalysis products
Xiuwan Yin, Bo Jiang, Shunlin Liang, Shaopeng Li, Xiang Zhao, Qian Wang, Jianglei Xu, Jiakun Han, Hui Liang, Xiaotong Zhang, Qiang Liu, Yunjun Yao, Kun Jia & Xianhong Xie
Pages: 3725-3752
Published online: 18 Sep 2023
AbstractforSignificant discrepancies of land surface daily net radiation among ten remotely sensed and reanalysis products | Full Text | References | PDF (2.8 MB) | EPUB
  • 792 Views
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Target Article
The co-effect of image resolution and crown size on deep learning for individual tree detection and delineation
Zhenbang Hao, Lili Lin, Christopher J. Post, Elena A. Mikhailova, Kunyong Yu, Huirong Fang & Jian Liu
Pages: 3753-3771
Published online: 18 Sep 2023
AbstractforThe co-effect of image resolution and crown size on deep learning for individual tree detection and delineation | Full Text | References | PDF (2.5 MB) | EPUB
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Article
Unprecedent green macroalgae bloom: mechanism and implication to disaster prediction and prevention
Mengmeng Cao, Xuyan Li, Tingwei Cui, Xinliang Pan, Yan Li, Yanlong Chen, Ning Wang, Yanfang Xiao, Xingai Song, Yuzhu Xu, Runa A, Bing Mu, Song Qing, Rongjie Liu, Wenjing Zhao, Yuhai Bao, Jie Zhang & Lan Wei
Pages: 3772-3793
Published online: 18 Sep 2023
AbstractforUnprecedent green macroalgae bloom: mechanism and implication to disaster prediction and prevention | Full Text | References | PDF (2.5 MB) | EPUB
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Spatio-temporal characteristics of human activities using location big data in Qilian Mountain National Park
Minglu Che, Yanyun Nian, Siwen Chen, Hao Zhang & Tao Pei
Pages: 3794-3809
Published online: 22 Sep 2023
AbstractforSpatio-temporal characteristics of human activities using location big data in Qilian Mountain National Park | Full Text | References | PDF (2.9 MB) | EPUB
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Assimilation of NDVI data in a land surface – Vegetation model for leaf area index predictions in a tree-grass ecosystem
Nicola Montaldo, Andrea Gaspa & Roberto Corona
Pages: 3810-3837
Published online: 19 Sep 2023
AbstractforAssimilation of NDVI data in a land surface – Vegetation model for leaf area index predictions in a tree-grass ecosystem | Full Text | References | PDF (4.3 MB) | EPUB
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Article
Granulation-based LSTM-RF combination model for hourly sea surface temperature prediction
Mengmeng Cao, Kebiao Mao, Sayed M. Bateni, Changhyun Jun, Jiancheng Shi, Yongming Du & Guoming Du
Pages: 3838-3859
Published online: 20 Sep 2023
AbstractforGranulation-based LSTM-RF combination model for hourly sea surface temperature prediction | Full Text | References | PDF (4.6 MB) | EPUB
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Article
Enhancing building pattern recognition through multi-scale data and knowledge graph: a case study of C-shaped patterns
Zhiwei Wei, Wenjia Xu, Yi Xiao, Mi Shu, Lu Cheng, Yang Wang & Chunbo Liu
Pages: 3860-3881
Published online: 21 Sep 2023
AbstractforEnhancing building pattern recognition through multi-scale data and knowledge graph: a case study of C-shaped patterns | Full Text | References | PDF (4.4 MB) | EPUB
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TO–YOLOX: a pure CNN tiny object detection model for remote sensing images
Zhe Chen, Yuan Liang, Zhengbo Yu, Ke Xu, Qingyun Ji, Xueqi Zhang, Quanping Zhang, Zijia Cui, Ziqiong He, Ruichun Chang, Zhongchang Sun, Keyan Xiao & Huadong Guo
Pages: 3882-3904
Published online: 25 Sep 2023
AbstractforTO–YOLOX: a pure CNN tiny object detection model for remote sensing images | Full Text | References | PDF (6 MB) | EPUB
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Spatiotemporal variation of cyanobacterial harmful algal blooms in China based on literature and media information
Yichen Du, Chen Wang, Mengqiu Wang, Huan Zhao, Kai Yan, Yunchang Mu, Wenzhi Zhang, Fangfang Zhang, Shenglei Wang & Junsheng Li
Pages: 3905-3922
Published online: 25 Sep 2023
AbstractforSpatiotemporal variation of cyanobacterial harmful algal blooms in China based on literature and media information | Full Text | References | PDF (3 MB) | EPUB | Supplemental
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Kinematic inventory of rock glaciers in the Nyainqêntanglha Range using the MT-InSAR method
Xuefei Zhang, Min Feng, Jinhao Xu, Dezhao Yan, Jing Wang, Xiaoqing Zhou, Tao Li & Xiang Zhang
Pages: 3923-3948
Published online: 25 Sep 2023
AbstractforKinematic inventory of rock glaciers in the Nyainqêntanglha Range using the MT-InSAR method | Full Text | References | PDF (6.6 MB) | EPUB
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Optimizing satellite ground station facilities scheduling for RSGS: a novel model and algorithm
Miaomiao Tian, Guangbin Ma, Peng Huang, Bo Cheng & Wei Li
Pages: 3949-3972
Published online: 25 Sep 2023
AbstractforOptimizing satellite ground station facilities scheduling for RSGS: a novel model and algorithm | Full Text | References | PDF (2.7 MB) | EPUB
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F4ESS – a framework for interdisciplinary data-driven earth system science
Doris Dransch, Daniel Eggert & Mike Sips
Pages: 3973-3986
Published online: 28 Sep 2023
AbstractforF4ESS – a framework for interdisciplinary data-driven earth system science | Full Text | References | PDF (3 MB) | EPUB
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