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International Journal of Digital Earth, Volume 14
Volume 14, Number 1, 2021
- Simon Scheider
, Enkhbold Nyamsuren, Han Kruiger, Haiqi Xu:
Geo-analytical question-answering with GIS. 1-14 - Rongjun Qin, Armin Gruen:
The role of machine intelligence in photogrammetric 3D modeling - an overview and perspectives. 15-31
- Christoph Blut, Jörg Blankenbach
:
Three-dimensional CityGML building models in mobile augmented reality: a smartphone-based pose tracking system. 32-51 - Agnieszka Tarko
, Nandin-Erdene Tsendbazar
, Sytze de Bruin
, Arnold K. Bregt
:
Producing consistent visually interpreted land cover reference data: learning from feedback. 52-70 - Zhongchang Sun, Sisi Yu
, Huadong Guo, Cuizhen Wang
, Zengxiang Zhang, Ru Xu:
Assessing 40 years of spatial dynamics and patterns in megacities along the Belt and Road region using satellite imagery. 71-87 - Dong Liang
, Huadong Guo
, Lu Zhang, Mingwei Wang, Lizhe Wang, Lei Liang, Zeeshan Shirazi
:
Analyzing Antarctic ice sheet snowmelt with dynamic Big Earth Data. 88-105 - Abebe Mohammed Ali
, Roshanak Darvishzadeh
, Andrew K. Skidmore
, Tawanda W. Gara
, Marco Heurich
:
Machine learning methods' performance in radiative transfer model inversion to retrieve plant traits from Sentinel-2 data of a mixed mountain forest. 106-120 - Hamidreza Rabiei-Dastjerdi
, Gavin McArdle
, Stephen A. Matthews
, Peter B. Keenan
:
Gap analysis in decision support systems for real-estate in the era of the digital earth. 121-138
Volume 14, Number 2, 2021
- Sarah Flynn
, Will Meaney, Adam M. Leadbetter
, Jeffrey P. Fisher, Caitriona Nic Aonghusa:
Lessons from a Marine Spatial Planning data management process for Ireland. 139-157 - Chisheng Wang
, Yongquan Wang, Leyang Wang
, Zhongwen Hu, Shaobiao Zhang, Shuanglong Wang, Wenqun Xiu, Hongxing Cui
, Dan Wang, Qingquan Li
:
Volunteered remote sensing data generation with air passengers as sensors. 158-180 - Dan-Xia Song, Chengquan Huang
, Tao He
, Joseph O. Sexton, Ainong Li, Sike Li, Hao Wu
, John R. Townshend:
Improved modeling and analysis of the patch size-frequency distribution of forest disturbances in China based on a Landsat forest cover change product. 181-201 - Jin Luo, Zeqiang Chen, Nengcheng Chen
:
Distinguishing different subclasses of water bodies for long-term and large-scale statistics of lakes: a case study of the Yangtze River basin from 2008 to 2018. 202-230 - Ning Nie, Wanchang Zhang
, Min Liu, Hao Chen
, Dengzhong Zhao:
Separating the impacts of climate variability, land-use change and large reservoir operations on streamflow in the Yangtze River basin, China, using a hydrological modeling approach. 231-249 - Ehsan Kamali Maskooni
, Hossein Hashemi
, Ronny Berndtsson
, Peyman Daneshkar Arasteh
, Mohammad Kazemi
:
Impact of spatiotemporal land-use and land-cover changes on surface urban heat islands in a semiarid region using Landsat data. 250-270
Volume 14, Number 3, 2021
- Adrián Jesús García
, Beatriz González-Rodrigo
, Sara Martinez, Rubén Martínez, Miguel Marchamalo:
Building health monitoring in the old town of Madrid: applicability of SAR Imagery to the monitoring of underground works through classification indexes. 271-287 - Mark J. Sherlock
, Mahmudul Hasan, Faramarz F. Samavati:
Interactive data styling and multifocal visualization for a multigrid web-based Digital Earth. 288-310 - Tuukka Petäjä
, Kirill S. Ganzei, Hanna K. Lappalainen
, Ksenia Tabakova
, Risto Makkonen, Jouni Räisänen
, Sergey Chalov, Markku Kulmala
, Sergej Zilitinkevich, Petr Ya Baklanov, Renat B. Shakirov, Natalia V. Mishina
, Evgeny G. Egidarev
, Igor I. Kondrat'ev:
Research agenda for the Russian Far East and utilization of multi-platform comprehensive environmental observations. 311-337 - Laura Zepner, Pierre Karrasch
, Felix Wiemann, Lars Bernard
:
ClimateCharts.net - an interactive climate analysis web platform. 338-356 - Shouji Du, Shihong Du
, Bo Liu
, Xiuyuan Zhang
:
Incorporating DeepLabv3+ and object-based image analysis for semantic segmentation of very high resolution remote sensing images. 357-378 - Stefan Fina
, Jigeeshu Joshi, Dirk Wittowsky:
Monitoring travel patterns in German city regions with the help of mobile phone network data. 379-399
Volume 14, Number 4, 2021
- Xiaoqi Zhang
, Zi-Ke Zhang, Wenbo Wang, Donglin Hou, Jiajing Xu, Xinyue Ye
, Shengwen Li
:
Multiplex network reconstruction for the coupled spatial diffusion of infodemic and pandemic of COVID-19. 401-423 - Xiao Huang
, Zhenlong Li
, Yuqin Jiang
, Xinyue Ye
, Chengbin Deng
, Jiajia Zhang, Xiaoming Li
:
The characteristics of multi-source mobility datasets and how they reveal the luxury nature of social distancing in the U.S. during the COVID-19 pandemic. 424-442 - Xianghan Sun, Jianqiang Liu
, Jianru Wang, Liqiao Tian, Qu Zhou
, Jian Li:
Integrated monitoring of lakes' turbidity in Wuhan, China during the COVID-19 epidemic using multi-sensor satellite observations. 443-463 - Guiyan Han
, Fenglin Tian, Chunyong Ma, Ge Chen:
The geometry of mesoscale eddies in the South China Sea: characteristics and implications. 464-479 - Lanfa Liu
, Ana-Maria Olteanu-Raimond, Laurence Jolivet, Arnaud Le Bris, Linda See:
A data fusion-based framework to integrate multi-source VGI in an authoritative land use database. 480-509 - Yuting Chen, Hui Lin, Ling Xiao, Qi Jing, Lan You, Yulin Ding, Mingyuan Hu, Adam Thomas Devlin:
Versioned geoscientific workflow for the collaborative geo-simulation of human-nature interactions - a case study of global change and human activities. 510-539
Volume 14, Number 5, 2021
- Chuc Man Duc
, Tsubasa Hirakawa
, Hiromichi Fukui:
Normalization of VIIRS DNB images for improved estimation of socioeconomic indicators. 540-554 - Miao Yu
, Peng Lu, Zhiyuan Li, Zhijun Li, Qingkai Wang, Xiaowei Cao
, Xiaodong Chen:
Sea ice conditions and navigability through the Northeast Passage in the past 40 years based on remote-sensing data. 555-574 - Binh Thai Pham, Abolfazl Jaafari, Trung Nguyen-Thoi
, Tran Van Phong
, Duy Huu Nguyen, Neelima Satyam, Md Masroor
, Sufia Rehman, Haroon Sajjad, Mehebub Sahana
, Hiep Van Le, Indra Prakash
:
Ensemble machine learning models based on Reduced Error Pruning Tree for prediction of rainfall-induced landslides. 575-596 - Qiang Shen, Hansheng Wang, C. K. Shum, Liming Jiang
, Houtse Hsu, Fan Gao, Yingli Zhao:
Antarctic-wide annual ice flow maps from Landsat 8 imagery between 2013 and 2019. 597-618 - Xiaohu Lin, Bisheng Yang, Fuhong Wang, Jianping Li
, Xiqi Wang
:
Dense 3D surface reconstruction of large-scale streetscape from vehicle-borne imagery and LiDAR. 619-639 - Sibo Duan, Zhao-Liang Li, Wei Zhao, Penghai Wu, Cheng Huang, Xiao-Jing Han, Maofang Gao, Pei Leng, Guofei Shang:
Validation of Landsat land surface temperature product in the conterminous United States using in situ measurements from SURFRAD, ARM, and NDBC sites. 640-660
Volume 14, Number 6, 2021
- Qiang Li
, Xin Li
, Youhua Ran, Min Feng, Yanyun Nian, Meibao Tan, Xi Chen:
Investigate the relationships between the Aral Sea shrinkage and the expansion of cropland and reservoir in its drainage basins between 2000 and 2020. 661-677 - Ida Maria Bonnevie
, Henning Sten Hansen
, Lise Schrøder
:
Supporting integrative maritime spatial planning by operationalising SEANERGY - a tool to study cross-sectoral synergies and conflicts. 678-695 - Jaap-Willem Sjoukema
, Jalal Samia
, Arnold K. Bregt
, Joep Crompvoets
:
Governance interactions of spatial data infrastructures: an agent-based modelling approach. 696-713 - Xuehui Pi
, Lian Feng
, Weifeng Li
, Junguo Liu
, Xingxing Kuang, Kun Shi
, Wei Qi, Deliang Chen
, Jing Tang:
Chlorophyll-a concentrations in 82 large alpine lakes on the Tibetan Plateau during 2003-2017: temporal-spatial variations and influencing factors. 714-735 - Maryam Barzegar
, Abbas Rajabifard
, Mohsen Kalantari
, Behnam Atazadeh
:
An IFC-based database schema for mapping BIM data into a 3D spatially enabled land administration database. 736-765 - Fenglin Tian, Qing Mao, Yazhen Zhang, Ge Chen:
i4Ocean: transfer function-based interactive visualization of ocean temperature and salinity volume data. 766-788 - Michael Jendryke
, Stephen C. McClure
:
Spatial prediction of sparse events using a discrete global grid system; a case study of hate crimes in the USA. 789-805
Volume 14, Number 7, 2021
- Ruixiong Kou
, Bisheng Yang, Zhen Dong, Fuxun Liang
, Shuwen Yang:
Mapping the spatio-temporal visibility of global navigation satellites in the urban road areas based on panoramic imagery. 807-820 - Lin Fu, Jun Zhu, Weilian Li, Qing Zhu, Bingli Xu, Yakun Xie, Yunhao Zhang, Ya Hu, Jingtao Lu, Pei Dang, Jigang You:
Tunnel vision optimization method for VR flood scenes based on Gaussian blur. 821-835 - Muhammed Oguzhan Mete
, Tahsin Yomralioglu
:
Implementation of serverless cloud GIS platform for land valuation. 836-850 - Xicheng Tan
, Jingguo Jiao, Nengcheng Chen
, Fang Huang
, Liping Di, Jinchuan Wang, Zongyao Sha, Jin Liu:
Geoscience model service integrated workflow for rainstorm waterlogging analysis. 851-873 - Matthieu Viry
, Marlène Villanova-Oliver
:
How to derive a geovisualization from an application data model: an approach based on Semantic Web technologies. 874-898 - Sike Li:
Inter-satellite variability of grassland curing maps produced by different satellite sensors - Victoria, Australia. 899-920 - Pedro Henrique Moraes Ananias
, Rogério Galante Negri
:
Anomalous behaviour detection using one-class support vector machine and remote sensing images: a case study of algal bloom occurrence in inland waters. 921-942
Volume 14, Number 8, 2021
- Yuqi Bai, Meng Jin:
Constant-level spatio-temporal integrated search algorithm for repeating sun-synchronous orbit satellite images. 943-958 - Liu Yang
, Lunche Wang
, Ming Zhang, Zigeng Niu, Rui Yao, Deqing Yu, Chang'an Li, Qiuhua He:
Variation of water body in Dongting Lake from in situ measurements and MODIS observations in recent decades. 959-984 - Jinjin Yan
, Sisi Zlatanova
, Abdoulaye A. Diakité
:
A unified 3D space-based navigation model for seamless navigation in indoor and outdoor. 985-1003 - Yuqin Jiang
, Zhenlong Li
, Susan L. Cutter
:
Social distance integrated gravity model for evacuation destination choice. 1004-1018 - Shahin Mohammadi
, Fatemeh Balouei
, Khadijeh Haji
, Abdulvahed Khaledi Darvishan
, Christos G. Karydas
:
Country-scale spatio-temporal monitoring of soil erosion in Iran using the G2 model. 1019-1039 - Fernando Saragosa Rossi
, Carlos Antonio da Silva Junior
, José Francisco de Oliveira-Júnior
, Paulo Eduardo Teodoro
, Luciano Shozo Shiratsuchi, Mendelson Lima
, Larissa Pereira Ribeiro Teodoro
, Auana Vicente Tiago, Guilherme Fernando Capristo-Silva:
19-year remotely sensed data in the forecast of spectral models of the environment. 1040-1066 - Xiaohui Qiao, Zhiyu Li, Fengyuan Zhang, Daniel P. Ames, Min Chen
, E. James Nelson, Rohit Khattar:
A container-based approach for sharing environmental models as web services. 1067-1086
Volume 14, Number 9, 2021
- Gaoxiang Zhou, Ming Liu
, Xiangnan Liu:
An autoencoder-based model for forest disturbance detection using Landsat time series data. 1087-1102 - Fengyuan Zhang, Min Chen
, Ming Wang, Zihuan Wang, Shuo Zhang, Songshan Yue, Yongning Wen, Guonian Lü:
A framework on task configuration and execution for distributed geographical simulation. 1103-1125 - Tao Hu, Siqin Wang, Bing She, Mengxi Zhang, Xiao Huang, Yunhe Cui, Jacob Khuri, Yaxin Hu, Xiaokang Fu, Xiaoyue Wang, Peixiao Wang, Xinyan Zhu, Shuming Bao, Wendy Guan, Zhenlong Li:
Human mobility data in the COVID-19 pandemic: characteristics, applications, and challenges. 1126-1147 - Shanshan Feng
, Fenglei Fan
:
Impervious surface extraction based on different methods from multiple spatial resolution images: a comprehensive comparison. 1148-1174 - Jing Tian
, Yongqiang Zhang
, Xuanze Zhang
:
Impacts of heterogeneous CO2 on water and carbon fluxes across the global land surface. 1175-1193 - Dayu Yu
, Liyu Tang, Fan Ye, Chongcheng Chen:
A virtual geographic environment for dynamic simulation and analysis of tailings dam failure. 1194-1212 - Siqin Wang
, Yan Liu
, Yongjiu Feng
, Zhenkun Lei
:
To move or stay? A cellular automata model to predict urban growth in coastal regions amidst rising sea levels. 1213-1235
Volume 14, Number 10, 2021
- Tianjie Zhao
, Michael H. Cosh, Alexandre Roy, Xihan Mu, Yubao Qiu, Jiancheng Shi:
Remote sensing experiments for earth system science. 1237-1242
- Evan J. Coopersmith, Michael H. Cosh
, Patrick J. Starks, David D. Bosch, Chandra D. Holifield Collins, Mark S. Seyfried, Stanley Livingston, John H. Prueger:
Understanding temporal stability: a long-term analysis of USDA ARS watersheds. 1243-1254 - Min Luo, Chula Sa, Fanhao Meng, Yongchao Duan, Tie Liu, Yuhai Bao:
Assessing remotely sensed and reanalysis products in characterizing surface soil moisture in the Mongolian Plateau. 1255-1272 - Peng Guo, Tianjie Zhao
, Jiancheng Shi, Hongxin Xu, Xiuwei Li, Shengda Niu:
Assessing the active-passive approach at variant incidence angles for microwave brightness temperature downscaling. 1273-1293 - Arun Mondal
, Venkataraman Lakshmi:
Estimation of total water storage changes in India. 1294-1315 - Jinmei Pan, Michael T. Durand
, Z. Courville, Benjamin Vander-Jagt, Noah P. Molotch, Steven A. Margulis, Edward J. Kim, Martin Schneebeli
, Christian Mätzler:
Evaluation of stereology for snow microstructure measurement and microwave emission modeling: a case study. 1316-1336 - Qinghuan Li
, Richard E. J. Kelly
, Juha Lemmetyinen
, Roger D. De Roo
, Jinmei Pan
, Yubao Qiu
:
The influence of tree transmissivity variations in winter on satellite snow parameter observations. 1337-1353 - Guangrui Wang, Xiaofeng Li, Chen Xiuxue, Tao Jiang, Xingming Zheng, Yanlin Wei, Xiangkun Wan, Wang Jian:
An investigation on microwave transmissivity at frequencies of 18.7 and 36.5 GHz for diverse forest types during snow season. 1354-1379 - Julien Meloche
, Alain Royer, Alexandre Langlois, Nick Rutter
, V. Sasseville:
Improvement of microwave emissivity parameterization of frozen Arctic soils using roughness measurements derived from photogrammetry. 1380-1396 - Qing Ji, Xiaoping Pang, Xi Zhao
, Ruibo Lei:
Snow features on sea ice in the western Arctic Ocean during summer 2016. 1397-1410 - Biao Cao
, Jianbo Qi, Erxue Chen, Qing Xiao, Qinhuo Liu
, Zengyuan Li:
Fine scale optical remote sensing experiment of mixed stand over complex terrain (FOREST) in the Genhe Reserve Area: objective, observation and a case study. 1411-1432 - Jun Geng, Qian Zhang
, Feng Qiu, Jing M. Chen, Yongguang Zhang, Weiliang Fan, Lili Tu, Jianwei Huang
, Shaoteng Wang, Lichen Xu, Jinchao Li:
Evaluation of GOFP over four forest plots using RAMI and UAV measurements. 1433-1451 - Yong Pang
, Weiwei Wang, Liming Du
, Zhongjun Zhang, Xiaojun Liang, Yongning Li, Zuyuan Wang
:
Nyström-based spectral clustering using airborne LiDAR point cloud data for individual tree segmentation. 1452-1476 - Shangshu Cai, Wuming Zhang, Shuangna Jin, Jie Shao, Linyuan Li, Sisi Yu, Guangjian Yan
:
Improving the estimation of canopy cover from UAV-LiDAR data using a pit-free CHM-based method. 1477-1492
Volume 14, Number 11, 2021
- Yunbo Lu, Lunche Wang
, Bo Hu
, Ming Zhang, Wenmin Qin, Jiaojiao Zhou, Minghui Tao:
Evaluation of satellite land surface albedo products over China using ground-measurements. 1493-1513 - Kaifang Shi, Jingwei Shen, Yizhen Wu, Shirao Liu
, Linyi Li:
Carbon dioxide (CO2) emissions from the service industry, traffic, and secondary industry as revealed by the remotely sensed nighttime light data. 1514-1527 - Huapeng Li
, Ce Zhang
, Yong Zhang, Shuqing Zhang, Xiaohui Ding, Peter M. Atkinson
:
A Scale Sequence Object-based Convolutional Neural Network (SS-OCNN) for crop classification from fine spatial resolution remotely sensed imagery. 1528-1546 - Waldemar Izdebski
, Agnieszka Zwirowicz-Rutkowska
, Joanna Nowak Da Costa
:
Open data in spatial data infrastructure: the practices and experiences of Poland. 1547-1560 - Qi Zhang
, Penglin Zhang
, Xudong Hu
:
Unsupervised GRNN flood mapping approach combined with uncertainty analysis using bi-temporal Sentinel-2 MSI imageries. 1561-1581 - Nándor Fodor
, László Pásztor
, Brigitta Szabó
, Annamária Laborczi, Klára Pokovai
, Dóra Hidy, Roland Hollós, Erzsébet Kristóf
, Anna Kis, Laura Dobor, Anikó Kern, Thomas Grünwald
, Zoltán Barcza:
Input database related uncertainty of Biome-BGCMuSo agro-environmental model outputs. 1582-1601 - Nikos Koutsias
, Magdalini Pleniou
:
A rule-based semi-automatic method to map burned areas in Mediterranean using Landsat images - revisited and improved. 1602-1623 - Yaomin Zheng, Shudong Wang, Yue Cao, Jinlian Shi, Yi Qu, Liping Li
, Tianjie Zhao
, Zhenguo Niu
, Rui Yang, Peng Gong:
Assessing the ecological vulnerability of protected areas by using Big Earth Data. 1624-1637 - Nazila Shamloo
, Mohammad Taghi Sattari
, Halit Apaydin
, Khalil Valizadeh Kamran
, Ramendra Prasad
:
Evapotranspiration estimation using SEBAL algorithm integrated with remote sensing and experimental methods. 1638-1658 - Saeid Gholinejad
, Elahe Khesali
:
An automatic procedure for generating burn severity maps from the satellite images-derived spectral indices. 1659-1673 - Qi Zeng
, Jie Cheng
:
Estimating high-spatial resolution surface daily longwave radiation from the instantaneous Global LAnd Surface Satellite (GLASS) longwave radiation product. 1674-1704 - Ningli Xu
, Debao Huang
, Shuang Song
, Xiao Ling, Chris Strasbaugh, Alper Yilmaz
, Halil Sezen, Rongjun Qin:
A volumetric change detection framework using UAV oblique photogrammetry - a case study of ultra-high-resolution monitoring of progressive building collapse. 1705-1720 - Christopher Scheele, Manzhu Yu
, Qunying Huang:
Geographic context-aware text mining: enhance social media message classification for situational awareness by integrating spatial and temporal features. 1721-1743 - Tuong Thuy Vu
, Vu Nguyen-Van-Anh, Phung Hoang-Phi
, Lam Dao Nguyen
:
Enhanced urban functional land use map with free and open-source data. 1744-1757
Volume 14, Number 12, December 2021
- Laxmi Kant Sharma
, Rajani Kant Verma
:
Latitudinal fluctuation in global concentration of CO2 and CH4 from shortwave infrared spectral observation by GOSAT during COVID-19. 1882-1896 - Hongdeng Jian
, Xiangtao Fan, Zhenzhen Yan, Mingrui Huang:
3D Path prediction of moving objects in a video-augmented indoor virtual environment. 1818-1834 - Zhen Liu:
Identifying urban land use social functional units: a case study using OSM data. 1798-1817 - Julia Wagemann
, Stephan Siemen
, Bernhard Seeger
, Jörg Bendix
:
A user perspective on future cloud-based services for Big Earth data. 1758-1774 - Rui Li
, Bingzhen Chen
, Guangsheng Dong
, Huayi Wu
:
Planning-oriented optimization strategy for visualizing power distribution networks: from global to local. 1775-1797 - Lindy-Anne Siebritz
, Ahmad Desai
, Serena Coetzee
, Antony K. Cooper
:
Capacitating local governments for the digital earth vision: lessons learnt from the role of municipalities in the South African spatial data infrastructure. 1897-1917 - Burak Ekim
, Elif Sertel
:
Deep neural network ensembles for remote sensing land cover and land use classification. 1868-1881 - Lukasz Halik
, Alexander J. Kent
:
Measuring user preferences and behaviour in a topographic immersive virtual environment (TopoIVE) of 2D and 3D urban topographic data. 1835-1867 - Mohammad Azarafza
, Haluk Akgün
, Akbar Ghazifard
, Ebrahim Asghari-Kaljahi
, Jafar Rahnamarad
, Reza Derakhshani
:
Discontinuous rock slope stability analysis by limit equilibrium approaches - a review. 1918-1941 - List of reviewers for International Journal of Digital Earth. i-iii

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