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Big Earth Data

IF3.8
Papers104
Citations
Journal Papers 104
Publication Date
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Beyond data quality: Understanding uncertainty in big geodata
deleteBig Earth Data
IF3.8
delete2026-09-29
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deleteYihong Yuan; Yongmei Lu; Yanjia Cao; Hongchao Fan
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SAGE-Loop: a plug-and-play semantic evolution framework for enhancing neural reconstruction from crowdsourced street view videos
deleteBig Earth Data
IF3.8
delete2026-09-20
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deleteMengchen Xie; Jun Li; Yatong Zhou; Anran Yang
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Multi-source heterogeneous feature fusion and multi-scale edge enhancement method for open-pit mining land cover segmentation
deleteBig Earth Data
IF3.8
delete2026-09-11
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deleteFengjian Ge; Jintai Long; Xinli Xia; Quan Cui; Gaodian Zhou
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Earth Foundation Models outperform traditional deep learning architectures for coastal ecosystem semantic segmentation and large-scale habitat mapping
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IF3.8
delete2026-09-11
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deleteDaniel Jacome; Jianghao Wang; Yong Ge
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The Palæo Data Cube: A Digital Earth of the past inspired by present-day Big Earth Observations Data practices
deleteBig Earth Data
IF3.8
delete2026-09-09
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deleteFlorian Franziskakis; Christian Vérard; Jean-Philippe Richard; Sébastien Castelltort; Gregory Giuliani
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Nonlinear mobility responses to heat in the United States: benchmark thresholds and neighborhood inequality
deleteBig Earth Data
IF3.8
delete2026-09-01
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deleteSooyoung Lim; Ruixiang Liu; Zhenlong Li
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GP-Tree: An in-memory spatial index combining adaptive grid cells with a prefix tree for efficient spatial querying
deleteBig Earth Data
IF3.8
delete2026-08-25
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deleteXiangyang Yang; Xuefeng Guan; Lanxue Dang; Yi Xie; Qingyang Xu; Huayi Wu; Jiayao Wang
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Multimodal retrieval of flood-related remote sensing big data with semantic augmentation from flood events
deleteBig Earth Data
IF3.8
delete2026-08-17
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deleteYixin Zhou; Yan Ma; Zhixin Zhang; Peng Liu
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Mid-season parcel-based crop type mapping using multi-source time series of big Earth observations and deep learning
deleteBig Earth Data
IF3.8
delete2026-08-16
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deleteHazhir Bahrami; Saeid Homayouni; Catherine Champagne; Heather McNairn; Bahram Daneshfar; Karem Chokmani; Anastase Nteziyaremye; Ariel Zannou
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SAGE-UNet: A mixture-of-experts spatially-aware gated enhancement U-Net for flood water segmentation from Sentinel-1 SAR and post-event impact assessment—learning from flood events in Germany and Spain
deleteBig Earth Data
IF3.8
delete2026-08-12
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deleteArmin Moghimi; Alireza Bahrami Mahtaj; Ali Jamali; Mario Welzel; Mahdi Motagh; Torsten Schlurmann
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High-precision solid Earth tidal geometry (Geo) model
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IF3.8
delete2026-08-09
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deleteYunfei Zhang; Shengyi Jiao; Haibo Chen; Jungang Yang; Yongfeng Yang; Xianqing Lv
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A Leaf Area Index dataset retrieved by benchmark-driven machine learning framework from Chinese Fengyun-3B VIRR data
deleteBig Earth Data
IF3.8
delete2026-07-26
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deleteJiakai You; Yinghui Zhang; Yonghong Liu; Zhongwen Hu; Jingzhe Wang; Guofeng Wu
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A review of vision-based remote sensing datasets for monitoring of Canadian wildland-urban interfaces
deleteBig Earth Data
IF3.8
delete2026-07-10
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deleteHooman Razavi; M. Hamed Mozaffari; Noureddine Bénichou; Hossein Bonakdari
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A cross-modal LiDAR data registration method for airborne and ground-based systems, providing complete and detailed multidimensional spatiotemporal information to empower digital city development
deleteBig Earth Data
IF3.8
delete2026-07-07
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deleteMengbing Xu; Zhaoting Ma; Ruofei Zhong; Xueting Zhong; Ming Meng
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GeoAutoModuler: a knowledge–enhanced large language model for heterogeneous geospatial code understanding and knowledge extraction
deleteBig Earth Data
IF3.8
delete2026-07-07
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deleteJianyuan Liang; Shuyang Hou; Wenjie Chen; Yaxian Qing; Xiaopu Zhang; Ziqi Liu; Haoyue Jiao; Longgang Xiang; Huayi Wu
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Distilling Geospatial Foundation Model semantics into interpretable Sentinel-1/2 proxies for few-shot and cross-year crop type classification
deleteBig Earth Data
IF3.8
delete2026-07-06
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deleteKangjian Jing; Miao Zhang; Bingfang Wu; Yan Xie; Mengxiao Li; Hui Ma; Yifan Li
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LuoJia-FG: an attribute-driven vision-language dataset for hierarchical fine-grained land cover classification
deleteBig Earth Data
IF3.8
delete2026-07-05
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deleteYibing Xiong; Yibo Wang; Xiangyun Hu; Kai Deng; Aokun Liang; Jiongwei Wang; Baiguang Gao
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High-resolution (1 km) gridded dataset of premature deaths attributed to PM2.5 exposure in China (2000–2019)
deleteBig Earth Data
IF3.8
delete2026-07-03
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deleteZhehan Huang; Kaiming Xia; Jizhe Xia
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An integrated method for TCWV prediction using deep learning coupled with physical constraints: a physics-aware spatio-temporal attention network
deleteBig Earth Data
IF3.8
delete2026-07-02
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deleteLonghao Xu; Kebiao Mao; Zhonghua Guo; Jiancheng Shi; Sayed M. Bateni; Zijin Yuan
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Vector dataset of rivers, lakes/reservoirs and their spatial connectivity in High Mountain Asia
deleteBig Earth Data
IF3.8
delete2026-06-26
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deleteZhaocheng Wang; Lijuan Shi; Yubao Qiu; Guoqiang Jia; Xiaoting Li; Matti Leppäranta; Lanhai Li; Massimo Menenti
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