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Challenges and Solutions for Utilizing Earth Observations in the "Big Data" era

Filchev Lachezar, Pashova Lyubka, Kolev Vasil, Frye Stuart
<span title="2018-12-18">2018</span> <i title="Zenodo"> Zenodo </i> &nbsp;
A snap-shot of the current Big Data sets from available satellite missions covering the Bulgarian territory is also presented.  ...  The number of Big Data EO applications has grown extremely worldwide almost simultaneously with other scientific and technological areas of the human knowledge due to the revolutionary technological progress  ...  Part of this initiative is to create openness in geo-education and to encourage the flair and creativity that is so critical to society's wellbeing, both now and in the future.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.2391936">doi:10.5281/zenodo.2391936</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2jf66wudvffpbaobga5looemku">fatcat:2jf66wudvffpbaobga5looemku</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201226161326/https://zenodo.org/record/2475063/files/2018_BigSkyEarth_conference_Filchev%20et%20al.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/86/5d/865d41b06fdb387566a2ca44e78134383eb8e7f3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.2391936"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

EOPEN: Open interoperable platform for unified access and analysis of earth observation data

Guido Vingione, Gabriella Scarpino, Laurence Marzell, Tudor Pettengell, Ilias Gialampoukidis, Stelios Andreadis, Stefanos Vrochidis, Ioannis Kompatsiaris, Bernard Valentin, Leslie Gale, Woo-Kyun Lee, Wona Lee (+10 others)
<span title="2019-02-19">2019</span> <i title="Zenodo"> Zenodo </i> &nbsp;
EOPEN (https://eopen-project.eu/) is a project which has received funding from the European Union's Horizon 2020 research and innovation programme under the topic EO Big Data Shift in 2017 and has a duration  ...  of 3 years, starting from November 2017.  ...  reveals and makes Copernicus data and services easy to use for Big Data applications by providing EO data analytics services, decision making and infrastructure to support the Big Data processing life-cycle  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.2539266">doi:10.5281/zenodo.2539266</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jrkbn6v6qfbvhogo55idaqd6iy">fatcat:jrkbn6v6qfbvhogo55idaqd6iy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200213144235/https://zenodo.org/record/2539266/files/bids19-eopen_paper_v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/20/71/2071b6f6815ffeb1e66204c7504ec7c0b221163c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.2539266"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Modern Systems for Processing and Analyzing GEO-data Based on OLAP Technology

Pavel Lukashevich, Alexei Belotserkovsky, Hrachya Astsatryan
<span title="">2021</span> <i title="Publishing House Helvetica (Publications)"> Computer Modeling and Intelligent Systems </i> &nbsp;
The existing approaches from major market players such as Google Earth engine and Copernicus DIAS are compared with the alternative to develop and host an own service based on the Open Data Cube.  ...  Although Belarus has its satellite BKA, there is also access to satellites of the Kanopus-V constellation, and highly relevant open data from meteorological satellites, only a few specialists of the corresponding  ...  Big Data and cloud computing enable Earth scientists and developers to create web-accessible frameworks and platforms to store, retrieve and analyze Big Earth Data efficiently [22] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.32782/cmis/2864-19">doi:10.32782/cmis/2864-19</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hb5yr4ix45ci3ocprhluqurldu">fatcat:hb5yr4ix45ci3ocprhluqurldu</a> </span>
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Ice Monitoring With ExtremeEarth

George Mandilaras, Despina-Athanasia Pantazi, Manolis Koubarakis, Nick Hughes, Alistair Everett, Ashild Kiærbech
<span title="2020-05-29">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
In this work, we present a system that addresses this problem by combining Earth Observation techniques with large scale RDF analytics.  ...  To the best of our knowledge, this is the first Semantic Web application in this field.  ...  Its goal is to develop techniques and software that will enable the extraction of information and knowledge from big Copernicus data using deep learning techniques and extreme geospatial analytics, making  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3941660">doi:10.5281/zenodo.3941660</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2ttw2i7rdnhbjczwly5rtthsdi">fatcat:2ttw2i7rdnhbjczwly5rtthsdi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200717133546/https://zenodo.org/record/3941661/files/ExtremeEarthDemo.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d0/0d/d00df646a3e63ca7dce990b996a5f046a722dcf6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3941660"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Remote Sensing [chapter]

Miguel Ángel Esbrí
<span title="">2021</span> <i title="Springer International Publishing"> Big Data in Bioeconomy </i> &nbsp;
as Big Data.  ...  Thereafter, we discuss the most commonly open data formats used to store and share the data.  ...  Earth Observation Relation to Big Data Different types of Earth observation data have been produced over the last forty years, bringing significant changes in the context of the big data concept.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-71069-9_4">doi:10.1007/978-3-030-71069-9_4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vfmeehdthrd2xjiucuvwh3y5b4">fatcat:vfmeehdthrd2xjiucuvwh3y5b4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210816125324/http://link.springer.com/content/pdf/10.1007/978-3-030-71069-9_4.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a0/5a/a05a5d4b43ad4e50e40396f3e0c6e3b020e797ba.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-71069-9_4"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

CALLISTO: Copernicus Artificial Intelligence Services and data fusion with other distributed data sources and processing at the edge to support DIAS and HPC infrastructures

Stelios Andreadis, Ilias Gialampoukidis, Vasileios Sitokonstantinou, Beatrice Coloru, Han Vervaeren, Eva Lopez, Vasileios Kalogirou, Panagiota Syropoulou, Elias B. Kosmatopoulos, Stefanos Vrochidis, Eliana Li Santi, Guido Vingione (+1 others)
<span title="2021-04-08">2021</span> <i title="Zenodo"> Zenodo </i> &nbsp;
CALLISTO is a project funded by the European Union's Horizon 2020 Research and Innovation Programme under the topic "Big data technologies and Artificial Intelligence for Copernicus" in 2020 and has started  ...  environments, allowing virtual presence and situational awareness in any desired area of interest, augmented by Big Data analytics from state-of-the-art and scalable Deep This work has been supported  ...  various types of other georeferenced and distributed data sources, Big Data analytics using Deep Learning technologies, semantic technologies, robotic technologies with Unmanned Aerial Vehicles (UAVs)  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4696649">doi:10.5281/zenodo.4696649</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tjrsf3i3yvaihh5or4bzcldgj4">fatcat:tjrsf3i3yvaihh5or4bzcldgj4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210420011153/https://zenodo.org/record/4696650/files/CALLISTO%20Copernicus%20Artificial%20Intelligence%20Services%20and%20data%20fusion%20with%20other%20distributed%20data%20sources%20and%20processing%20at%20the%20edge%20to%20support%20DIAS%20and%20HPC%20infrastructures.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/36/01/36013e2f0bbaf9bcf710abc12e5fe393851d749f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4696649"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

The extremes prediction use case

Peter Bauer, Marc Duranton, Michael Malms
<span title="2021-01-18">2021</span> <i title="Zenodo"> Zenodo </i> &nbsp;
The TransContinuum Initiative: exploiting the full range of digital technologies for the prediction of weather and climate extremes.  ...  Powerful data analytics technology and methodologies offer the only option to make the effective conversion from PBytes/day of raw data to Mbytes/day of usable information.  ...  Big data and data analytics The volume of Earth-system observation and simulation data in weather prediction already exceeds hundreds of TBytes/ day while climate projection programmes produce PByte-sized  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4719362">doi:10.5281/zenodo.4719362</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fv35d42vs5fglinv35j74z6dyy">fatcat:fv35d42vs5fglinv35j74z6dyy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210427010639/https://zenodo.org/record/4719362/files/HiPEAC_Vision_2021_06.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fa/15/fa1525410fa7c293c0afcca50017a851c9a41b8d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4719362"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

GEO BIG DATA AND DIGITAL AUGMENTATION FOR ACCELERATING AGROECOLOGICAL INTENSIFICATION IN DRYLANDS

C. M. Biradar, S. Ghosh, F. Löw, R. Singh, P. Chandna, A. Sarker, R. N. Sahoo, N. Swain, G. Choudhury, S. Agrawal, N. Rizvi, K. El-shamaa (+4 others)
<span title="2019-07-26">2019</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/i74shj7anreaxjo327fokng66m" style="color: black;">The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences</a> </i> &nbsp;
CCP) along with smartphone-enabled Citizen Science (CS) increasingly make Big-Data analytics much smarter, interoperable and much useful than ever before, and create valuable baseline information for decision  ...  Ongoing efforts in big-data driven digital augmentation aim at quantifying functional production dynamics and drivers to target site-specific sustainable developmental interventions and scaling the ecological  ...  We also acknowledge Google Earth Engine and NASA/USGS/Copernicus for providing free computational power and satellite images.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/isprs-archives-xlii-3-w6-545-2019">doi:10.5194/isprs-archives-xlii-3-w6-545-2019</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vnjnvegxnnatlnw2oqnnzkwz4q">fatcat:vnjnvegxnnatlnw2oqnnzkwz4q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200215235744/https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3-W6/545/2019/isprs-archives-XLII-3-W6-545-2019.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9f/1b/9f1bb277ffd7127bb8977b02b2b019e381c43937.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/isprs-archives-xlii-3-w6-545-2019"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

A Global Mosaic from Copernicus Sentinel-1 Data

Syrris, Corbane, Soille
<span title="2017-11-28">2017</span> <i title="Zenodo"> Zenodo </i> &nbsp;
The workflow has been optimized according to the configuration of the recently introduced JEODPP platform. Challenges, suggestions and solutions are discussed as well.  ...  It can be considered equally as a demonstration of a real application supporting efficient handling and processing of big Earth observation data.  ...  Fig. 4 . 4 The global mosaic from Copernicus Sentinel-1A data (EPSG:3857) with 19.11 spatial resolution. Fig. Fig. 5.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3371079">doi:10.5281/zenodo.3371079</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/44xv225oqffdrd464w3bv46qo4">fatcat:44xv225oqffdrd464w3bv46qo4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201227120204/https://zenodo.org/record/3371079/files/syrris-corbane-soille2017bids.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/76/d2/76d2cba3eaa2ecdcc1dbc0bb6fa400d555a6fd59.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3371079"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

GEOGRAPHICAL NAMES IN THE ERA OF BIG DATA A NECESSARY UPDATING IN THE CURRICULUM DESIGN OF THE GEOSCIENCIES

Adriana VESCOVO
<span title="">2019</span> <i title="Geo-SEE Institute"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/h3tponaw4rgdlpz774rjy7fhci" style="color: black;">Micro, Macro &amp; Mezzo Geoinformation</a> </i> &nbsp;
In another aspect, new cultural paradigms associated with globalization joined to renew interest in geographical names in the last half century: the revaluation of local identities, open data policy and  ...  Geographical names are not alien to this need.  ...  About the 5 V of Copernicus Program Big Data, The Visionary Paper From Copernicus Big Data to Extreme Earth Analytics (Koubarakis et al., 2019) offers the following information: "Volume: The repository  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://doaj.org/article/62b095fa55384c67bba1466d2d7a2fa9">doaj:62b095fa55384c67bba1466d2d7a2fa9</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ebxrprqyrzf6jn2fl2uotg4k6i">fatcat:ebxrprqyrzf6jn2fl2uotg4k6i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200711175656/http://mmm-gi.geo-see.org/wp-content/uploads/MMM-GI_13/VESCOVO_A.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/57/05/570511ed73ec6d0e74ce78efc80b35a12c34e4e1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a>

ExtremeEarth Meets Satellite Data From Space

Desta Haileselassie Hagos, Theofilos Kakantousis, Vladimir Vlassov, Sina Sheikholeslami, Tianze Wang, Jim Dowling, Claudia Paris, Daniele Marinelli, Giulio Weikmann, Lorenzo Bruzzone, Salman Khaleghian, Thomas Krmer (+14 others)
<span title="">2021</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b2n2tpw5ang73osulebz6bm4ju" style="color: black;">IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing</a> </i> &nbsp;
Bringing together a number of cutting-edge technologies that range from storing extremely large volumes of data all the way to developing scalable machine learning and deep learning algorithms in a distributed  ...  Copernicus data.  ...  He holds a Ph.D. in Computer Science from Hanover University and a Diploma in Computer Engineering from NTUA. His research focuses on data integration and web data mining.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jstars.2021.3107982">doi:10.1109/jstars.2021.3107982</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fxmpayska5bvlj7ibw3peqhuzu">fatcat:fxmpayska5bvlj7ibw3peqhuzu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210903130723/https://ieeexplore.ieee.org/ielx7/4609443/4609444/09523756.pdf?tp=&amp;arnumber=9523756&amp;isnumber=4609444&amp;ref=" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/12/14/1214724236b7993cb00c94f0d84ffc8b64274e9a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jstars.2021.3107982"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

PROJECTS BASED ON THE WEB PROCESSING SERVICE FRAMEWORK BIRDHOUSE

C. Ehbrecht, T. Landry, N. Hempelmann, D. Huard, S. Kindermann
<span title="2018-07-11">2018</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/i74shj7anreaxjo327fokng66m" style="color: black;">The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences</a> </i> &nbsp;
Using an interoperable software architecture, institutions can provide both data and services allowing users to process the data remotely from a laptop, instead of having to acquire and maintain large  ...  As governments move toward open-data policies, there will be a need for analytical services that extract value out of the deluge of information.  ...  ACKNOWLEDGEMENTS The European authors acknowledge that Birdhouse development was funded by European Union (Copernicus) and the German Helmholtz Association (LSDMA).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/isprs-archives-xlii-4-w8-43-2018">doi:10.5194/isprs-archives-xlii-4-w8-43-2018</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/k4d6fut34rajdlcivpz6pbnov4">fatcat:k4d6fut34rajdlcivpz6pbnov4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190428012057/https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-4-W8/43/2018/isprs-archives-XLII-4-W8-43-2018.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/38/36/383653e73b6709d9915dbfb478cf66eebbc7f63f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/isprs-archives-xlii-4-w8-43-2018"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

WaCoDiS: Automated Earth Observation data processing within an event-driven architecture for water monitoring

Sebastian Drost, Arne Vogt, Christian Danowski-Buhren, Simon Jirka, Verena Kirstein, Kian Pakzad, Matthes Rieke
<span title="">2021</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zvr2ua2y3zgazjus2tljtegoui" style="color: black;">Computers &amp; Geosciences</a> </i> &nbsp;
Due to the evolvement of the Copernicus satellite platforms, the broader availability of satellite data provides a great potential for deriving complementary information from Earth Observation data.  ...  Although the number of satellite data platforms that provide online processing environments is growing, it is still a big challenge to integrate those platforms into traditional workflows of users from  ...  might be derived from Earth Observation data.  ... 
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Mid-Term Workshop - User Requirements and Gap Analysis in Different Sectors Report

Vaclav Safar, Karel Charvat, Tomas Orlikas, Martynas RIMGAILA, Bente Lilja Bye, David KOLITZUS, Hana Kubíčková
<span title="2020-06-30">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
These two strategies will strongly influence also all Earth Observation sectors and will bring new possibilities.The main findings from this period are:●Climatic changes will be one from key drivers for  ...  Therefore,it is necessary to provide more focused research in thearea of analysis of dependencies of climate data with EO data, including historical [...]  ...  well as new and emerging domains of ICT based on the application of AI/ML/DL to big data analytics.  ... 
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<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201112011830/https://zenodo.org/record/4247303/files/EO4AGRI_D2.3-Mid-Term-Workshop---User-Requirements-and-Gap-Analysis-in-Different-Sectors-Report_v2.0.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/08/48/0848b080a78af3ee999f0769f34aa132a6a88872.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4247303"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

TOWARDS INTELLIGENT GEO-DATABASE SUPPORT FOR EARTH SYSTEM OBSERVATION: IMPROVING THE PREPARATION AND ANALYSIS OF BIG SPATIO-TEMPORAL RASTER DATA

N. Mazroob Semnani, M. Breunig, M. Al-Doori, A. Heck, P. Kuper, H. Kutterer
<span title="2020-08-25">2020</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/i74shj7anreaxjo327fokng66m" style="color: black;">The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences</a> </i> &nbsp;
In general, the increasing amount of satellite remote sensing data opens the door to the diverse and advanced analysis of this data for earth system science.However, the preparation of the data for dedicated  ...  Maintained on a sustainable basis, the COPERNICUS system is operated on a free-and-open data policy.  ...  Examples of the first type are applications analysing the earth system a posteriori by interpreting big sets of satellite data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/isprs-archives-xliii-b4-2020-485-2020">doi:10.5194/isprs-archives-xliii-b4-2020-485-2020</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pkplowc7effwnny4x3rhvhp6uy">fatcat:pkplowc7effwnny4x3rhvhp6uy</a> </span>
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