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Big Earth Data

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Your prioritized action plan

Ordered by how many DOIs each fix touches — start here, not with every error at once.

1

Add abstracts to 349 articles

Abstracts are what surface your work in Google Scholar, Dimensions, and OpenAlex.

High impact349 DOIs
2

Attach ORCID iDs across 115 articles

ORCID iDs strengthen author disambiguation and institutional reporting.

Medium impact115 DOIs
3

Add license metadata to 7 records

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Low impact7 DOIs

DOIs for this ISSN

Showing the top 5 of 349 DOIs, ordered by correction priority.

# Title Missing Priority Citations
1 Machine learning for energy-water nexus: challenges and oppo… (10.1080/20964471.2018.1526057)
References ORCID License
124.71 45
2 Building an Earth Observations Data Cube: lessons learned fr… (10.1080/20964471.2017.1398903)
Abstract ORCID
111.27 167
3 The challenges of a Big Data Earth (10.1080/20964471.2017.1397411)
Abstract ORCID License
110.78 29
4 Digital earth Australia – unlocking new value from earth obs… (10.1080/20964471.2017.1402490)
Abstract ORCID
96.72 85
5 Big Earth data analytics: a survey (10.1080/20964471.2019.1611175)
Abstract ORCID
93.17 72
6 Spring and autumn phenology across the Tibetan Plateau infer… (10.1080/20964471.2021.1920661)
Abstract ORCID
88.91 59
7 Big spatial vector data management: a review (10.1080/20964471.2018.1432115)
Abstract License
88.54 58
8 Recent advance in earth observation big data for hydrology (10.1080/20964471.2018.1435072)
Abstract License
84.51 48
9 Big data in support of the Sustainable Development Goals: a… (10.1080/20964471.2021.1962621)
Abstract References ORCID
83.55 12
10 Atmospheric heat source/sink dataset over the Tibetan Platea… (10.1080/20964471.2018.1514143)
Abstract ORCID
79.55 38
11 Exploiting big earth data from space – first experiences wit… (10.1080/20964471.2018.1433790)
Abstract License
77.20 34
12 Optimizing Sentinel-2 image selection in a Big Data context (10.1080/20964471.2017.1407489)
Abstract ORCID
76.57 33
13 A comprehensive and up-to-date web-based interactive 3D emer… (10.1080/20964471.2023.2172823)
Abstract ORCID
73.12 28
14 Coupling remote sensing and crop growth model to estimate na… (10.1080/20964471.2020.1837529)
Abstract ORCID
72.36 27
15 A global land cover map produced through integrating multi-s… (10.1080/20964471.2019.1663627)
Abstract ORCID
70.75 25
16 Generation of ready to use (RTU) products over China based o… (10.1080/20964471.2018.1433370)
Abstract License
69.01 23
17 The Silk Road agenda of the Pan-Eurasian Experiment (PEEX) p… (10.1080/20964471.2018.1437704)
Abstract ORCID License
67.73 7
18 Linking observation, modelling and satellite-based estimatio… (10.1080/20964471.2020.1743612)
Abstract ORCID
66.11 20
19 A new global land productivity dynamic product based on the… (10.1080/20964471.2021.2018789)
Abstract ORCID
66.11 20
20 Artificial intelligence-driven precipitation downscaling and… (10.1080/20964471.2025.2547500)
Abstract ORCID
63.94 18
21 Mapping landslide susceptibility and types using Random Fore… (10.1080/20964471.2018.1472392)
Abstract
60.66 266
22 A remote-sensing image-retrieval model based on an ensemble… (10.1080/20964471.2019.1570815)
Abstract ORCID
60.21 15
23 Global spatio-temporally harmonised datasets for producing h… (10.1080/20964471.2019.1625151)
Abstract
60.21 255
24 Global Reference Grids for Big Earth Data (10.1080/20964471.2022.2113037)
Abstract ORCID
60.21 15
25 A long-term daily gridded snow depth dataset for the Norther… (10.1080/20964471.2023.2177435)
Abstract ORCID
60.21 15
26 Geospatial semantics, ontology and knowledge graphs for big… (10.1080/20964471.2019.1652003)
Abstract ORCID
58.80 14
27 A survey of remote sensing image classification based on CNN… (10.1080/20964471.2019.1657720)
Abstract
58.06 209
28 A ship navigation information service system for the Arctic… (10.1080/20964471.2021.1981197)
Abstract ORCID
57.31 13
29 Understanding spatial patterns in the drivers of greenness t… (10.1080/20964471.2022.2146632)
Abstract ORCID
57.31 13
30 GEOSatDB: global civil earth observation satellite semantic… (10.1080/20964471.2024.2331992)
Abstract ORCID
57.31 13
31 PreparedLLM: effective <i>pre</i> -p… (10.1080/20964471.2024.2396159)
Abstract ORCID
57.31 13
32 Big Earth data: A new frontier in Earth and information scie… (10.1080/20964471.2017.1403062)
Abstract
56.68 184
33 Insights into CODE-DE – Germany’s Copernicus data and exploi… (10.1080/20964471.2019.1692297)
Abstract ORCID
55.70 12
34 Daily sea ice concentration product based on brightness temp… (10.1080/20964471.2020.1865623)
Abstract ORCID
55.70 12
35 Automated global delineation of human settlements from 40 ye… (10.1080/20964471.2019.1625528)
Abstract
53.96 143
36 Dataset of high temperature extremes over the major land are… (10.1080/20964471.2020.1718993)
Abstract ORCID
53.96 11
37 Remote sensing retrieval of winter wheat leaf area index and… (10.1080/20964471.2021.1918909)
Abstract ORCID
53.96 11
38 Developing big ocean system in support of Sustainable Develo… (10.1080/20964471.2021.1965371)
Abstract ORCID
53.96 11
39 Fine-resolution mapping of the circumpolar Arctic Man-made i… (10.1080/20964471.2022.2025663)
Abstract ORCID
53.96 11
40 Ocean image data augmentation in the USV virtual training sc… (10.1080/20964471.2020.1780096)
Abstract ORCID
52.07 10
41 Big Earth Data for quantitative measurement of community res… (10.1080/20964471.2023.2273594)
Abstract ORCID
52.07 10
42 Debris-covered glaciers mapping based on machine learning an… (10.1080/20964471.2025.2463726)
Abstract ORCID
52.07 10
43 Big earth data analytics on Sentinel-1 and Landsat imagery i… (10.1080/20964471.2017.1397899)
Abstract
50.73 106
44 Deep learning for processing and analysis of remote sensing… (10.1080/20964471.2021.1964879)
Abstract
50.43 103
45 RockSL: an integrated rock spectral library for better globa… (10.1080/20964471.2021.2017111)
Abstract ORCID
50.00 9
46 An elevation change dataset in Greenland ice sheet from 2003… (10.1080/20964471.2022.2116796)
Abstract ORCID
50.00 9
47 Monitoring land degradation at national level using satellit… (10.1080/20964471.2020.1711633)
Abstract
49.78 97
48 A generalized supervised classification scheme to produce pr… (10.1080/20964471.2019.1690404)
Abstract
49.56 95
49 Mapping essential urban land use categories (EULUC) using ge… (10.1080/20964471.2021.1939243)
Abstract
49.56 95
50 Zircon U-Pb geochronology of the Chinese continental crust:… (10.1080/20964471.2019.1576261)
Abstract ORCID
47.71 8