International Journal of Digital Earth, Volume 16, Issue 2 (2023)

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International Journal of Digital Earth, Volume 16, Issue 2 (2023)

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Research Article

Article
Scene-level buildings damage recognition based on Cross Conv-Transformer
Lingfei Shi, Feng Zhang, Junshi Xia & Jibo Xie
Pages: 3987-4007
Published online: 28 Sep 2023
AbstractforScene-level buildings damage recognition based on Cross Conv-Transformer | Full Text | References | PDF (3.3 MB) | EPUB
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Open Access
Article
Comprehensive validation of seven root zone soil moisture products at 1153 ground sites across China
Jing Tian & Yongqiang Zhang
Pages: 4008-4022
Published online: 28 Sep 2023
AbstractforComprehensive validation of seven root zone soil moisture products at 1153 ground sites across China | Full Text | References | PDF (3.5 MB) | EPUB
  • 974 Views
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Open Access
Article
Soil temperature estimation at different depths over the central Tibetan Plateau integrating multiple Digital Earth observations and geo-computing
Chenyang Xu, Shuangqiao Liao, Liwen Huang & Jizhe Xia
Pages: 4023-4043
Published online: 28 Sep 2023
AbstractforSoil temperature estimation at different depths over the central Tibetan Plateau integrating multiple Digital Earth observations and geo-computing | Full Text | References | PDF (4.4 MB) | EPUB
  • 560 Views
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Open Access
Article
Discovering urban mobility structure: a spatio-temporal representational learning approach
Xiaoqi Duan, Tong Zhang, Zhibang Xu, Qiao Wan, Jinbiao Yan, Wangshu Wang & Youliang Tian
Pages: 4044-4072
Published online: 02 Oct 2023
AbstractforDiscovering urban mobility structure: a spatio-temporal representational learning approach | Full Text | References | PDF (5.4 MB) | EPUB
  • 994 Views
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Open Access
Article
An improvement in accuracy and spatial resolution of the pattern-matching sea ice drift from SAR imagery
Xue Wang, Zhuoqi Chen, Yan Fang, Ruirui Wang, Chaoyue Li, Gang Li, Fengming Hui, Huabing Huang & Xiao Cheng
Pages: 4073-4094
Published online: 05 Oct 2023
AbstractforAn improvement in accuracy and spatial resolution of the pattern-matching sea ice drift from SAR imagery | Full Text | References | PDF (2.7 MB) | EPUB
  • 770 Views
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Open Access
Article
Exploration of visual variable guidance in outdoor augmented reality geovisualization
Guoyong Zhang, Jun Sun, Jianhua Gong, Dong Zhang, Shui Li, Weidong Hu & Yi Li
Pages: 4095-4112
Published online: 05 Oct 2023
AbstractforExploration of visual variable guidance in outdoor augmented reality geovisualization | Full Text | References | PDF (2.5 MB) | EPUB
  • 616 Views
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Open Access

Target Article

Target Article
Estimating carbon storage of desert ecosystems in China
Jia Xiaohong, Li Jia, Ye Jingyun, Fei Bingqiang, Bao Fang, Xu Xiaotian, Zhang Lingguang & Wu Bo
Pages: 4113-4125
Published online: 05 Oct 2023
AbstractforEstimating carbon storage of desert ecosystems in China | Full Text | References | PDF (1.2 MB) | EPUB
  • 880 Views
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Open Access

Research Article

Article
Conservation and restoration efforts have promoted increases in shorebird populations and the area and quality of their habitat in the Yellow River Delta, China
Houlang Duan, Shaoxia Xia & Xiubo Yu
Pages: 4126-4140
Published online: 05 Oct 2023
AbstractforConservation and restoration efforts have promoted increases in shorebird populations and the area and quality of their habitat in the Yellow River Delta, China | Full Text | References | PDF (1.5 MB) | EPUB | Supplemental
  • 456 Views
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Open Access
Article
Analyzing factors on tourist movement predictability: a study based on social media data
Ding Ding, Yi Zhang, Yu Liu & Yong Gao
Pages: 4141-4163
Published online: 05 Oct 2023
AbstractforAnalyzing factors on tourist movement predictability: a study based on social media data | Full Text | References | PDF (3.5 MB) | EPUB
  • 710 Views
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Open Access

Review Article

Review Article
City digital twins for urban resilience
Adele Therias & Azarakhsh Rafiee
Pages: 4164-4190
Published online: 09 Oct 2023
AbstractforCity digital twins for urban resilience | Full Text | References | PDF (4.2 MB) | EPUB
  • 1903 Views
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Open Access

Research Article

Article
Length-squared L-function for identifying clustering pattern of network-constrained flows
Zidong Fang, Hua Shu, Ci Song, Jie Chen, Xiaohan Liu, Jingyu Jiang, Linfeng Jiang, Tianyu Liu & Tao Pei
Pages: 4191-4211
Published online: 11 Oct 2023
AbstractforLength-squared L-function for identifying clustering pattern of network-constrained flows | Full Text | References | PDF (5.8 MB) | EPUB
  • 571 Views
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Open Access
Article
Large dam candidate region identification from multi-source remote sensing images via a random forest and spatial analysis approach
Min Jing, Ning Li, SiCong Li, Chen Ji & Liang Cheng
Pages: 4212-4228
Published online: 11 Oct 2023
AbstractforLarge dam candidate region identification from multi-source remote sensing images via a random forest and spatial analysis approach | Full Text | References | PDF (2.1 MB) | EPUB | Supplemental
  • 543 Views
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Open Access
Article
Generation of a 16 m/10-day fractional vegetation cover product over China based on Chinese GaoFen-1 observations: method and validation
Jing Zhao, Jing Li, Qinhuo Liu, Baodong Xu, Xihan Mu & Yadong Dong
Pages: 4229-4246
Published online: 11 Oct 2023
AbstractforGeneration of a 16 m/10-day fractional vegetation cover product over China based on Chinese GaoFen-1 observations: method and validation | Full Text | References | PDF (3.8 MB) | EPUB
  • 668 Views
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Open Access
Article
Identifying city communities in China by fusing multisource flow data
Jingwei Shen, Huiming Zong & Min Chen
Pages: 4247-4264
Published online: 11 Oct 2023
AbstractforIdentifying city communities in China by fusing multisource flow data | Full Text | References | PDF (4.1 MB) | EPUB
  • 443 Views
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Open Access
Article
Enhancing post-seismic landslide susceptibility modeling in China through a time-variant approach: a spatio-temporal analysis
Xinyi Guo, Bihong Fu, Jie Du, Shengwen Qi, Pilong Shi & Xiaokun Hou
Pages: 4265-4295
Published online: 18 Oct 2023
AbstractforEnhancing post-seismic landslide susceptibility modeling in China through a time-variant approach: a spatio-temporal analysis | Full Text | References | PDF (12.1 MB) | EPUB
  • 689 Views
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Open Access
Article
Mapping thermokarst lakes in different physical states on the central Tibetan plateau
Yuanyuan Qin, Ping Lu & Jicang Wu
Pages: 4296-4316
Published online: 18 Oct 2023
AbstractforMapping thermokarst lakes in different physical states on the central Tibetan plateau | Full Text | References | PDF (6.8 MB) | EPUB | Supplemental
  • 763 Views
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Open Access
Article
Estimating daily surface downward shortwave radiation over rugged terrain without bright surface at 30 m on clear-sky days using CERES data
Hui Liang, Bo Jiang, Jianghai Peng, Shaopeng Li, Jiakun Han & Xiuwan Yin
Pages: 4317-4345
Published online: 18 Oct 2023
AbstractforEstimating daily surface downward shortwave radiation over rugged terrain without bright surface at 30 m on clear-sky days using CERES data | Full Text | References | PDF (5.1 MB) | EPUB
  • 536 Views
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Open Access
Article
Denoising and classification of urban ICESat-2 photon data fused with Sentinel-2 spectral images
Jingjing Duan, Hongtao Wang, Cheng Wang, Sheng Nie, Xuebo Yang & Xiaohuan Xi
Pages: 4346-4367
Published online: 18 Oct 2023
AbstractforDenoising and classification of urban ICESat-2 photon data fused with Sentinel-2 spectral images | Full Text | References | PDF (4.8 MB) | EPUB
  • 765 Views
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Open Access
Article
Population size spatial distribution adjustment at different urban hierarchies in China
Kunhui Ye, Yanming Lyu & Rong Chen
Pages: 4368-4384
Published online: 23 Oct 2023
AbstractforPopulation size spatial distribution adjustment at different urban hierarchies in China | Full Text | References | PDF (2.5 MB) | EPUB
  • 558 Views
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Open Access
Article
Leaf area index estimation from the time-series SAR data using the AIEM-MWCM model
Xiaoping Lu, Xiaoxuan Wang & Zenan Yang
Pages: 4385-4403
Published online: 23 Oct 2023
AbstractforLeaf area index estimation from the time-series SAR data using the AIEM-MWCM model | Full Text | References | PDF (3.3 MB) | EPUB
  • 1210 Views
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Open Access
Article
Understanding spatially nonstationary effects of natural and human-induced factors on land subsidence based on multi-temporal InSAR and multi-source geospatial data: a case study in the Guangdong-Hong Kong-Macao Greater Bay Area
Zherong Wu, Xinyang Zhang, Jiannan Cai, Mei-Po Kwan, Hui Lin & Peifeng Ma
Pages: 4404-4427
Published online: 23 Oct 2023
AbstractforUnderstanding spatially nonstationary effects of natural and human-induced factors on land subsidence based on multi-temporal InSAR and multi-source geospatial data: a case study in the Guangdong-Hong Kong-Macao Greater Bay Area | Full Text | References | PDF (6.5 MB) | EPUB | Supplemental
  • 867 Views
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Open Access
Article
Integrating remote sensing temporal trajectory and survey statistics to update land use/land cover maps
Zhenrong Du, Le Yu, Xiyu Li, Jiyao Zhao, Xin Chen, Yidi Xu, Peng Yang, Jianyu Yang, Dailiang Peng, Yueming Xue & Peng Gong
Pages: 4428-4445
Published online: 25 Oct 2023
AbstractforIntegrating remote sensing temporal trajectory and survey statistics to update land use/land cover maps | Full Text | References | PDF (2.4 MB) | EPUB | Supplemental
  • 1343 Views
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Open Access
Article
Fractional crop-planting area projection by integrating geographic grid data and agricultural statistics based on random forest regression
Chunlin Huang, Jinliang Hou, Xianghua Li, Ying Zhang & Jifu Guo
Pages: 4446-4470
Published online: 24 Oct 2023
AbstractforFractional crop-planting area projection by integrating geographic grid data and agricultural statistics based on random forest regression | Full Text | References | PDF (4.8 MB) | EPUB
  • 534 Views
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Open Access

Target Article

Target Article
Evaluation of machine learning methods and multi-source remote sensing data combinations to construct forest above-ground biomass models
Xingguang Yan, Jing Li, Andrew R. Smith, Di Yang, Tianyue Ma, YiTing Su & Jiahao Shao
Pages: 4471-4491
Published online: 01 Nov 2023
AbstractforEvaluation of machine learning methods and multi-source remote sensing data combinations to construct forest above-ground biomass models | Full Text | References | PDF (3.8 MB) | EPUB | Supplemental
  • 3773 Views
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Open Access

Research Article

Article
Absolute radiometric calibration evaluation of the thermal infrared spectrometer onboard SDGSAT-1
Yonghong Hu, Xiao-Ming Li, Changyong Dou, Gensuo Jia, Zhuoyue Hu, Anlun Xu, Yongzheng Ren, Lin Yan, Ning Wang, Zhenzhen Cui & Fansheng Chen
Pages: 4492-4511
Published online: 26 Oct 2023
AbstractforAbsolute radiometric calibration evaluation of the thermal infrared spectrometer onboard SDGSAT-1 | Full Text | References | PDF (3.4 MB) | EPUB
  • 822 Views
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Open Access
Article
Preliminary simulation of spatial distribution patterns of soil thermal conductivity in permafrost of the Arctic
Wenhao Liu, Ren Li, Tonghua Wu, Xiaoxi Shi, Xiaodong Wu, Lin Zhao, Guojie Hu, Jimin Yao, Junjie Ma, Shenning Wang, Yao Xiao, Xiaofan Zhu, Jianzong Shi, Dong Wang & Yongping Qiao
Pages: 4512-4532
Published online: 31 Oct 2023
AbstractforPreliminary simulation of spatial distribution patterns of soil thermal conductivity in permafrost of the Arctic | Full Text | References | PDF (3.9 MB) | EPUB
  • 525 Views
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Open Access
Article
A locally explained heterogeneity model for examining wetland disparity
Yang Li, Peng Luo, Yongze Song, Liqiang Zhang, Ying Qu & Zhengyang Hou
Pages: 4533-4552
Published online: 01 Nov 2023
AbstractforA locally explained heterogeneity model for examining wetland disparity | Full Text | References | PDF (2 MB) | EPUB
  • 981 Views
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Open Access
Article
Semantic segmentation for plastic-covered greenhouses and plastic-mulched farmlands from VHR imagery
Bowen Niu, Quanlong Feng, Shuai Su, Zhi Yang, Sihang Zhang, Shaotong Liu, Jiudong Wang, Jianyu Yang & Jianhua Gong
Pages: 4553-4572
Published online: 06 Nov 2023
AbstractforSemantic segmentation for plastic-covered greenhouses and plastic-mulched farmlands from VHR imagery | Full Text | References | PDF (5.4 MB) | EPUB
  • 795 Views
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Open Access
Article
Integrating topographic features and patch matching into point cloud restoration for terrain modelling
Jun Chen, Liyang Xiong, Guoan Tang, Guanghui Hu, Hong Wei, Fei Zhao & Lei Zhou
Pages: 4573-4596
Published online: 06 Nov 2023
AbstractforIntegrating topographic features and patch matching into point cloud restoration for terrain modelling | Full Text | References | PDF (9.8 MB) | EPUB
  • 455 Views
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Open Access

Editorial

Editorial
Harnessing big data to track progress towards SDG 15: Life on Land
Xiaosong Li, Qunli Han, Juanle Wang & Weihua Xu
Pages: 4597-4600
Published online: 06 Nov 2023
First Page PreviewforHarnessing big data to track progress towards SDG 15: Life on Land | Full Text | References | PDF (439.7 KB) | EPUB
  • 493 Views
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Open Access

Target Article

Target Article
Detecting crisis events from unstructured text data using signal words as crisis determinants
Hansi Senaratne, Martin Mühlbauer, Stephan Götzer, Torsten Riedlinger & Hannes Taubenböck
Pages: 4601-4620
Published online: 12 Nov 2023
AbstractforDetecting crisis events from unstructured text data using signal words as crisis determinants | Full Text | References | PDF (3.1 MB) | EPUB
  • 400 Views
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Open Access

Research Article

Article
Using remote sensing data to evaluate the ecological restoration in Taiyuan from the SDGs perspective
Bo Yuan, Kun Jia, Mu Xia & Wenwu Zhao
Pages: 4621-4645
Published online: 12 Nov 2023
AbstractforUsing remote sensing data to evaluate the ecological restoration in Taiyuan from the SDGs perspective | Full Text | References | PDF (2.8 MB) | EPUB
  • 3056 Views
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Open Access
Article
Histogram cube: towards lightweight interactive spatiotemporal aggregation of big earth observation data
Jiyuan Li, Lingkui Meng, Miao Zhang, Zhou Jiang & Weihang Jin
Pages: 4646-4667
Published online: 12 Nov 2023
AbstractforHistogram cube: towards lightweight interactive spatiotemporal aggregation of big earth observation data | Full Text | References | PDF (3.9 MB) | EPUB
  • 481 Views
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Open Access
Article
Autonomous GIS: the next-generation AI-powered GIS
Zhenlong Li & Huan Ning
Pages: 4668-4686
Published online: 12 Nov 2023
AbstractforAutonomous GIS: the next-generation AI-powered GIS | Full Text | References | PDF (1.4 MB) | EPUB | Supplemental
  • 5630 Views
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Open Access
Article
Ship detection and identification in SDGSAT-1 glimmer images based on the glimmer YOLO model
Wensheng Song, Dongmei Yan, Jun Yan, Changmiao Hu, Wanrong Wu & Xiaowei Wang
Pages: 4687-4706
Published online: 12 Nov 2023
AbstractforShip detection and identification in SDGSAT-1 glimmer images based on the glimmer YOLO model | Full Text | References | PDF (3.1 MB) | EPUB
  • 800 Views
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Open Access
Article
Research on near-ground forage hyperspectral imagery classification based on fusion preprocessing process
Yilei Liu, Xin Pan, Jiangping Liu, Shengwei Zhang & Weihong Yan
Pages: 4707-4725
Published online: 12 Nov 2023
AbstractforResearch on near-ground forage hyperspectral imagery classification based on fusion preprocessing process | Full Text | References | PDF (3.4 MB) | EPUB
  • 328 Views
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Open Access

Review Article

Review Article
A gamified map application utilising crowdsourcing engaged citizens to refine the quality and accuracy of cadastral index map border markers
Mikko Rönneberg & Pyry Kettunen
Pages: 4726-4748
Published online: 13 Nov 2023
AbstractforA gamified map application utilising crowdsourcing engaged citizens to refine the quality and accuracy of cadastral index map border markers | Full Text | References | PDF (4 MB) | EPUB
  • 518 Views
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Open Access

Research Article

Article
Reconstructed NDVI and EVI datasets in China (ReVIChina) generated by a spatial-interannual reconstruction method
Rui Yao, Yongjun Zhang, Lunche Wang, Jiayi Li & Qiquan Yang
Pages: 4749-4768
Published online: 15 Nov 2023
AbstractforReconstructed NDVI and EVI datasets in China (ReVIChina) generated by a spatial-interannual reconstruction method | Full Text | References | PDF (2.8 MB) | EPUB
  • 549 Views
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Open Access

Review Article

Review Article
Toward a comprehensive understanding of eye-level urban greenness: a systematic review
Jingjing Yan, Xiao Huang, Siqin Wang, Yiyi He, Xiao Li, Alexander Hohl, Xiaojiang Li, Mohamed Aly & Beiyu Lin
Pages: 4769-4789
Published online: 15 Nov 2023
AbstractforToward a comprehensive understanding of eye-level urban greenness: a systematic review | Full Text | References | PDF (2.3 MB) | EPUB
  • 1587 Views
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Open Access

Research Article

Article
Mapping Local Climate Zones in Lausanne (Switzerland) with Sentinel-2 and PRISMA imagery: comparison of classification performance using different band combinations and building height data
Alberto Vavassori, Gregory Giuliani & Maria Antonia Brovelli
Pages: 4790-4810
Published online: 15 Nov 2023
AbstractforMapping Local Climate Zones in Lausanne (Switzerland) with Sentinel-2 and PRISMA imagery: comparison of classification performance using different band combinations and building height data | Full Text | References | PDF (6.5 MB) | EPUB | Supplemental
  • 826 Views
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Open Access
Article
Detecting vertices of building roofs from ALS point cloud data
Gefei Kong, Yi Zhao & Hongchao Fan
Pages: 4811-4830
Published online: 19 Nov 2023
AbstractforDetecting vertices of building roofs from ALS point cloud data | Full Text | References | PDF (3.2 MB) | EPUB
  • 588 Views
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Open Access
Article
Effect of leaf-on and leaf-off canopy conditions on forest height retrieval and modelling with ICESat-2 data
Jialu Zhou, Yunyuan Deng, Sheng Nie, Jing Fu, Cheng Wang, Wenwu Zheng & Yue Sun
Pages: 4831-4847
Published online: 27 Nov 2023
AbstractforEffect of leaf-on and leaf-off canopy conditions on forest height retrieval and modelling with ICESat-2 data | Full Text | References | PDF (3.9 MB) | EPUB
  • 646 Views
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Open Access
Article
MC-Net: multi-scale contextual information aggregation network for image captioning on remote sensing images
Haiyan Huang, Zhenfeng Shao, Qimin Cheng, Xiao Huang, Xiaoping Wu, Guoming Li & Li Tan
Pages: 4848-4866
Published online: 28 Nov 2023
AbstractforMC-Net: multi-scale contextual information aggregation network for image captioning on remote sensing images | Full Text | References | PDF (2.7 MB) | EPUB
  • 435 Views
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Open Access
Article
Do the urban polycentricity and dispersion affect multisectoral carbon dioxide emissions? A case study of 95 cities in southeast China based on nighttime light data
Zuoqi Chen, Qianyu Li & Hua Su
Pages: 4867-4884
Published online: 29 Nov 2023
AbstractforDo the urban polycentricity and dispersion affect multisectoral carbon dioxide emissions? A case study of 95 cities in southeast China based on nighttime light data | Full Text | References | PDF (2.8 MB) | EPUB
  • 550 Views
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Open Access
Article
Long-term, high-resolution GPP mapping in Qinghai using multi-source data and google earth engine
Fangwen Yang, Pengfei He, Hui Wang, Dongjie Hou, Dongliang Li & Yuli Shi
Pages: 4885-4905
Published online: 04 Dec 2023
AbstractforLong-term, high-resolution GPP mapping in Qinghai using multi-source data and google earth engine | Full Text | References | PDF (4.4 MB) | EPUB | Supplemental
  • 656 Views
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Open Access
Article
Suitability analysis of human activities over Antarctic ice shelves: an integrated assessment of natural conditions based on machine learning algorithms
Bojin Yang, Shuang Liang, Huadong Guo, Xinwu Li, Mingyang Lv, Sebastián Marinsek & Zeyuan Li
Pages: 4906-4928
Published online: 30 Nov 2023
AbstractforSuitability analysis of human activities over Antarctic ice shelves: an integrated assessment of natural conditions based on machine learning algorithms | Full Text | References | PDF (6.5 MB) | EPUB
  • 552 Views
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Open Access

Editorial

Editorial
Recent progress on evaluating and analysing surface radiation and energy budget datasets
Bo Jiang, Xiaotong Zhang, Dongdong Wang & Shunlin Liang
Pages: 4929-4933
Published online: 04 Dec 2023
AbstractforRecent progress on evaluating and analysing surface radiation and energy budget datasets | Full Text | References | PDF (512.5 KB) | EPUB
  • 313 Views
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Open Access

Research Article

Article
AugGKG: a grid-augmented geographic knowledge graph representation and spatio-temporal query model
Bing Han, Tengteng Qu, Xiaochong Tong, Haipeng Wang, Hao Liu, Yuhao Huo & Chengqi Cheng
Pages: 4934-4957
Published online: 11 Dec 2023
AbstractforAugGKG: a grid-augmented geographic knowledge graph representation and spatio-temporal query model | Full Text | References | PDF (3.8 MB) | EPUB | Supplemental
  • 672 Views
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Open Access

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