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International Journal of Digital Earth, Volume 15
Volume 15, Number 1, December 2022
- Huadong Guo:
IJDE: a new step forward - the move to an open access journal. 1 - Yue Qiu
, Xuesheng Zhao
Disaggregating population data for assessing progress of SDGs: methods and applications. 2-29 - Michael C. Wimberly
Historical trends of degradation, loss, and recovery in the tropical forest reserves of Ghana. 30-51 - Héctor Ernesto Huerta-Batiz
Understanding root-zone soil moisture in agricultural regions of Central Mexico using the ensemble Kalman filter, satellite-derived information, and the THEXMEX-18 dataset. 52-78 - Qiushi Hu, Rui Li
Construction of a refined population analysis unit based on urban forms and population aggregation patterns. 79-107 - Wei Jiao, Wei Huang
Evaluating spatial accessibility to healthcare services from the lens of emergency hospital visits based on floating car data. 108-133 - Yaqin Sun, Xu Chen, Wu Jinxiong, Yuan Hang, Shi Haibo, Zhan Xiumei, Zhang Lin:
Development of a multi-view and geo-event-driven real-time collaborative GIS. 134-147 - Hanieh Shojaei
An efficient built-up land expansion model using a modified U-Net. 148-163 - Andry Rustanto
Evaluation of MODIS-Landsat and AVHRR-Landsat NDVI data fusion using a single pair base reference image: a case study in a tropical upstream catchment on Java, Indonesia. 164-197 - Weihan Liu
Simultaneous retrieval of land surface temperature and emissivity from the FengYun-4A advanced geosynchronous radiation imager. 198-225 - Caihong Gao, Qifan Wu, Miles Dyck, Jialong Lv, Hailong He
Greenhouse area detection in Guanzhong Plain, Shaanxi, China: spatio-temporal change and suitability classification. 226-248 - Yilang Shen
A raster-based typification method for multiscale visualization of building features considering distribution patterns. 249-275 - Yufeng He
Processes and events in the centre: a dynamic data model for representing spatial change. 276-295 - Xin-Ming Zhu, Xiaoning Song, Pei Leng, Fang-Cheng Zhou, Liang Gao, Da Guo:
Performances of six reanalysis profile products in the atmospheric correction of passive microwave data for estimating land surface temperature under cloudy-sky conditions. 296-322 - Tao Zhou
An attention-based deep learning model for citywide traffic flow forecasting. 323-344 - Jingming Wang, Shixin Wang, Futao Wang, Yi Zhou, Zhenqing Wang
FWENet: a deep convolutional neural network for flood water body extraction based on SAR images. 345-361 - Xiaoping Lu, Xiaoxuan Wang, Xiangjun Zhang, Jun Wang, Zenan Yang:
Winter wheat leaf area index inversion by the genetic algorithms neural network model based on SAR data. 362-380 - Chuyao Liao, Xiang Chen
Reopen schools safely: simulating COVID-19 transmission on campus with a contact network agent-based model. 381-396 - Zimu Li, Qingliang Wu:
Capturing the crack process of the Antarctic A74 iceberg with Sentinel-1 based offset tracking and radar interferometry techniques. 397-415 - Xumiao Gao
Influence of China's Overseas power stations on the electricity status of their host countries. 416-436 - Xuemei Zhao, Jun Wu, Haijian Wang
Injecting spectral indices to transferable convolutional neural network under imbalanced and noisy labels for Landsat image classification. 437-462 - Suzheng Tian, Yusen Dong
Mapping mountain glaciers using an improved U-Net model with cSE. 463-477 - Ru Wang
Decomposing and mapping different scales of land subsidence over Shanghai with X- and C-Band SAR data stacks. 478-502 - Saeed Safikhani
Immersive virtual reality for extending the potential of building information modeling in architecture, engineering, and construction sector: systematic review. 503-526 - Ying Li, Shuhui Zhang, Jingting Han, Yi Zhao, Quan Han, Liyun Wu, Xin Wang, Ziyi Qiu, Tongqian Zou, Cheng Fan
A study of the temporal and spatial variations in the suitability of the environment in Chinese cities for tourism and in strategies for optimizing the environment. 527-552 - Xinkai Liu, Lingyun Ji, Chen Zhang, Yanhui Liu:
A method for reconstructing NDVI time-series based on envelope detection and the Savitzky-Golay filter. 553-584 - Hannah R. Spero
Drones, virtual reality, and modeling: communicating catastrophic dam failure. 585-605 - Xuejing Yan, Shibin Liu, Wei Liu, Qin Dai:
An improved coverage-oriented retrieval algorithm for large-area remote sensing data. 606-625 - Yulin Ding, Zhaowen Xu, Qing Zhu, Hankan Li, Yan Luo, Ying Bao, Lingjun Tang, Sen Zeng:
Integrated data-model-knowledge representation for natural resource entities. 653-678 - Gregory A. Ruetenik
Introducing RiverProfileApp, a web application for near-global, exploratory, longitudinal river profile analysis. 679-689 - Yaojie Yue
Assessment of drought risk for winter wheat on the Huanghuaihai Plain under climate change using an EPIC model-based approach. 690-711 - Pengyu Meng
Health assessment of plantations based on LiDAR canopy spatial structure parameters. 712-729 - Bagher Bayat
One decade (2011-2020) of European agricultural water stress monitoring by MSG-SEVIRI: workflow implementation on the Virtual Earth Laboratory (VLab) platform. 730-747 - Zhe Chen
Quantitative prediction and evaluation of geothermal resource areas in the southwest section of the Mid-Spine Belt of Beautiful China. 748-769 - Fulong Chen
Remote sensing-based deformation monitoring of pagodas at the Bagan cultural heritage site, Myanmar. 770-788 - Hong Yang
Bathymetric mapping and estimation of water storage in a shallow lake using a remote sensing inversion method based on machine learning. 789-812 - Mingyue Lu, Zhangjian Chen
A topological framework for real-time 3D weather radar data processing. 813-831 - Katsuto Shimizu
Combining post-disturbance land cover and tree canopy cover from Landsat time series data for mapping deforestation, forest degradation, and recovery across Cambodia. 832-852 - Michal Rzeszewski
Literary placemaking and narrative immersion in extended reality virtual geographic environments. 853-867 - Binbin Lin, Lei Zou
Revealing the linguistic and geographical disparities of public awareness to Covid-19 outbreak through social media. 868-889 - Rui Li
Prediction of network public opinion features in urban planning based on geographical case-based reasoning. 890-910 - Hong Wang
Spatiotemporal patterns of precipitation based on the Bayesian maximum entropy method in a typical catchment of the Heihe River watershed, northwest China. 911-933 - Yaning Yi, Wanchang Zhang
Evaluation of neural network models for landslide susceptibility assessment. 934-953 - Long Zhao, Guoqing Li
An optimized hexagonal quadtree encoding and operation scheme for icosahedral hexagonal discrete global grid systems. 975-1000 - Marco Castelo-Cabay, Jose A. Piedra-Fernández
Deep learning for land use and land cover classification from the Ecuadorian Paramo. 1001-1017 - Gianluca Lax
Exploiting European GNSS and Ethereum in location proof systems. 1018-1037 - Xian Wang
Estimation of 30 m land surface temperatures over the entire Tibetan Plateau based on Landsat-7 ETM+ data and machine learning methods. 1038-1055 - Siwei Lin
Landform classification based on landform geospatial structure - a case study on Loess Plateau of China. 1125-1148 - Meng Jin, Ming Lin
An earth observation potential evaluation model and its application to SDG indicators. 1187-1203 - Isaac J. Buzo-Sánchez
Expert perspectives on GIS use in Spanish geographic education. 1204-1218 - Foroogh Golkar, Seyed Mohsen Mousavi
Variation of XCO2 anomaly patterns in the Middle East from OCO-2 satellite data. 1218-1234 - Mosbeh R. Kaloop
A novel AI approach for modeling land surface temperature of Freetown, Sierra Leone, based on land-cover changes. 1236-1258 - Enrico Boldrini
Multi-scale hydrological system-of-systems realized through WHOS: the brokering framework. 1259-1289 - Ming Lin
Satellite and instrument entity recognition using a pre-trained language model with distant supervision. 1290-1304 - Aleta Mawuenyegah, Songnian Li
Exploring spatiotemporal patterns of geosocial media data for urban functional zone identification. 1305-1325 - Xiaoliang Liu, Zhihua Wang
Mapping China's offshore mariculture based on dense time-series optical and radar data. 1326-1349 - Lanxue Dang
An effective global learning framework for hyperspectral image classification based on encoder-decoder architecture. 1350-1376 - Huakang Tang, Honglei Wang, Xiaoping Zhang:
Multi-class change detection of remote sensing images based on class rebalancing. 1377-1394 - Qingli Shi
Mining hourly population dynamics by activity type based on decomposition of sequential snapshot data. 1395-1416 - Chen Xu
Cloud-based storage and computing for remote sensing big data: a technical review. 1417-1445 - Lifu Zhang, Liaoran Gao, Changping Huang, Nan Wang, Sa Wang, Mingyuan Peng, Xia Zhang, Qingxi Tong:
Crop classification based on the spectrotemporal signature derived from vegetation indices and accumulated temperature. 626-652 - Yongjiu Feng
Automatic selection of permanent scatterers-based GCPs for refinement and reflattening in InSAR DEM generation. 954-974 - Decheng Wang
An unsupervised heterogeneous change detection method based on image translation network and post-processing algorithm. 1056-1080 - Pei Dang, Jun Zhu, Jianlin Wu, Weilian Li, Jigang You, Lin Fu, Yiqun Shi, Yuhang Gong:
A real 3D scene rendering optimization method based on region of interest and viewing frustum prediction in virtual reality. 1081-1100 - Zenan Yang, Haipeng Niu, Liang Huang
Automatic segmentation algorithm for high-spatial-resolution remote sensing images based on self-learning super-pixel convolutional network. 1101-1124 - Hui Li
Global DEMs vary from one to another: an evaluation of newly released Copernicus, NASA and AW3D30 DEM on selected terrains of China using ICESat-2 altimetry data. 1149-1168 - Yiming Zhang
Leveraging the use of labeled benchmark datasets for urban area change mapping and area estimation: a case study of the Washington DC-Baltimore region. 1169-1186 - Shengwen Li
Region-aware neural graph collaborative filtering for personalized recommendation. 1446-1462 - Yuanyuan Wei, Shougang Sun, Dong Liang, Zhaohong Jia:
Spatial-temporal variations of NDVI and its response to climate in China from 2001 to 2020. 1463-1484 - Tianyou Chu, Yumin Chen, Heng Su, Zhenzhen Xu, Guodong Chen, Annan Zhou:
A news picture geo-localization pipeline based on deep learning and street view images. 1485-1505 - Panli Yuan
A transformer-based Siamese network and an open optical dataset for semantic change detection of remote sensing images. 1506-1525 - Xuguo Shi
Inferring decelerated land subsidence and groundwater storage dynamics in Tianjin-Langfang using Sentinel-1 InSAR. 1526-1546 - Jingru Wang
Segmentation of the communication tower and its accessory equipment based on geometrical shape context from 3D point cloud. 1547-1566 - Xiaoqin Yang, Ruqing Tong, Li Ma, Jian Li, Siqi Wang, Liqiao Tian:
Monitoring water color anomaly of lakes based on an integrated method using Landsat-8 OLI images. 1567-1587 - Adan Wu, Tao Che, Xin Li
Routeview: an intelligent route planning system for ships sailing through Arctic ice zones based on big Earth data. 1588-1613 - Lin Wan
iTourSPOT: a context-aware framework for next POI recommendation in location-based social networks. 1614-1636 - Weilian Li, Jun Zhu, Jan-Henrik Haunert
Three-dimensional virtual representation for the whole process of dam-break floods from a geospatial storytelling perspective. 1637-1656 - Hankan Li, Qing Zhu, Liguo Zhang, Yulin Ding, Yongxin Guo
Integrated representation of geospatial data, model, and knowledge for digital twin railway. 1657-1675 - Wenguang Luo, Jing Lu, Senlin Zhu
Investigation of the impact of hydrodynamic conditions on sediment resuspension in shallow lakes. 1676-1691 - Zhichong Yang
Mapping of lakes in the Qinghai-Tibet Plateau from 2016 to 2021: trend and potential regularity. 1692-1714 - Christopher Owers
Operational continental-scale land cover mapping of Australia using the Open Data Cube. 1715-1737 - Naixia Mou
Personalized tourist route recommendation model with a trajectory understanding via neural networks. 1738-1759 - Xiaoyu Liang
Construction of rhombic triacontahedron discrete global grid systems. 1760-1783 - Shaopeng Li, Bo Jiang, Shunlin Liang, Jianghai Peng, Hui Liang, Jiakun Han, Xiuwan Yin, Yunjun Yao, Xiaotong Zhang, Jie Cheng
Evaluation of nine machine learning methods for estimating daily land surface radiation budget from MODIS satellite data. 1784-1816 - Chunlin Jin
Retrieval and validation of long-term aerosol optical depth from AVHRR data over China. 1817-1832 - Majid Kiavarz
A new approach to LST modeling and normalization under clear-sky conditions based on a local optimization strategy. 1833-1854 - Kai Xu
A new academic impact metric for evaluating geographic simulation models. 1855-1880 - Tao Liu
Wind resistance aerial path planning for efficient reconstruction of offshore ship. 1881-1904 - Wojciech Dawid
The methodology of determining optimum access routes to remote areas for the purposes of crisis management. 1905-1928 - Jing Li, Chenhui Shi, Jun Chen
A monocular visual SLAM system augmented by lightweight deep local feature extractor using in-house and low-cost LIDAR-camera integrated device. 1929-1946 - Junjie Ma, Ren Li, Zhongwei Huang, Tonghua Wu, Xiaodong Wu, Lin Zhao
Evaluation and spatio-temporal analysis of surface energy flux in permafrost regions over the Qinghai-Tibet Plateau and Arctic using CMIP6 models. 1947-1965 - Fanshu Xu
Debris flow susceptibility mapping in mountainous area based on multi-source data fusion and CNN model - taking Nujiang Prefecture, China as an example. 1966-1988 - Pei Fan
Evaluation of the relationships and uncertainties of airborne and ground-based sea ice surface temperature measurements against remotely sensed temperature records. 1989-2005 - Siqin Wang
A fine-grained evaluation of social vulnerability to COVID-19, healthcare access and built environmental disparities in Tokyo, Japan. 2006-2027 - Xiao-Ming Li, Yujia Qiu, Yacheng Wang, Bingqing Huang, Haiming Lu, Min Chu, Han Fu, Fengming Hui:
Light from space illuminating the polar silk road. 2028-2046 - Yongyong Fu, Shucheng You, Shujuan Zhang, Kun Cao, Jianhua Zhang, Ping Wang, Xu Bi
Marine aquaculture mapping using GF-1 WFV satellite images and full resolution cascade convolutional neural network. 2047-2060 - Inggit Lolita Sari
Using Bayesian multitemporal classification to monitor tropical forest cover changes in Kalimantan, Indonesia. 2061-2077 - Noman Raza Shah, Abdur Rahman Maud, Farrukh Aziz Bhatti, Muhammad Khizer Ali, Khurram Khurshid, Moazam Maqsood, Muhammad Amin:
Hyperspectral anomaly detection: a performance comparison of existing techniques. 2078-2125 - Xiaoying Yue, Zhongqin Li, Feiteng Wang, Jun Zhao, Huilin Li, Changbin Bai:
Spatiotemporal variations in surface albedo during the ablation season and linkages with the annual mass balance on Muz Taw Glacier, Altai Mountains. 2126-2147 - Wen Song
Mapping the spatial and temporal patterns of fallow land in mountainous regions of China. 2148-2167 - Jianghong Zhao
A high-precision image classification network model based on a voting mechanism. 2168-2183 - Youjun Wang
Underlying topography and forest height estimation from SAR tomography based on a nonparametric spectrum estimation method with low sidelobes. 2184-2201 - Guodong Chen
A new Arctic MSS model derived from combined Cryosat-2 and ICESat observations. 2202-2222 - Manuel Pérez-Carrasco, Bruno Karelovic, Roberto Molina, Rodrigo Saavedra, Pierluigi Cerulo, Guillermo Cabrera-Vives
Precision silviculture: use of UAVs and comparison of deep learning models for the identification and segmentation of tree crowns in pine crops. 2223-2238 - Reviewer Summary for International Journal of Digital Earth. 2239-2245
- Dehe Xu, Ke Zhang, Lianhai Cao, Xiangrong Guan, Hengbin Zhang:
Driving forces and prediction of urban land use change based on the geodetector and CA-Markov model: a case study of Zhengzhou, China. 2246-2267 - Yuhang Zhang, Yi Zhang
A hybrid model for high spatial and temporal resolution population distribution prediction. 2268-2295 - Dong Liang
Correlation and interaction between temperature and freeze-thaw in representative regions of Antarctica. 2296-2318 - Rongqi Tang, Xiaodan Wu, Jingping Wang, Qicheng Zeng, Zheng Li, Jianguang Wen:
Evaluation of several recently developed sampling strategies within the coarse pixel scale for validation of coarse-resolution satellite albedo products. 2319-2334 - Mingyang Li, Shanlong Lu, Cong Du, Yong Wang, Chun Fang, Xinru Li, Hailong Tang, Muhammad Hasan Ali Baig, Harrison Odion Ikhumhen:
Time-series surface water reconstruction method (TSWR) based on spatial distance relationship of multi-stage water boundaries. 2335-2354 - Donghyun Jin
An improvement of snow/cloud discrimination from machine learning using geostationary satellite data. 2355-2375 - Xue Yang
Semantic segmentation for remote sensing images based on an AD-HRNet model. 2376-2399 - Qi Zhou, Yuheng Zhang, Ke Chang, Maria Antonia Brovelli:
Assessing OSM building completeness for almost 13,000 cities globally. 2400-2421 - Zohreh Alijani
A comparison of three surface roughness characterization techniques: photogrammetry, pin profiler, and smartphone-based LiDAR. 2422-2439 - Wenbo Wang, Huijun Zhou
Extraction of ocean tidal information based on global equal-area grid and satellite altimeter data. 2440-2467 - Quan Qin
Identifying urban functional zones by capturing multi-spatial distribution patterns of points of interest. 2468-2494 - Xiao Fu, Yuefan Liu, Qing Zhu, Daqing Ge, Yun Li
Reliable assessment approach of landslide susceptibility in broad areas based on optimal slope units and negative samples involving priori knowledge. 2495-2510
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