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International Journal of Digital Earth Volume 13, 2020 - Issue 2: Towards integrated Essential Variables for Environmental Sustainability
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Articles

A workflow for Sustainable Development Goals indicators assessment based on high-resolution satellite data

Nataliia KussulDepartment of Space Information Technologies and Systems, Space Research Institute NAS Ukraine & SSA Ukraine, Kyiv, Ukraine;Department of Information Security, National Technical University of Ukraine ‘Igor Sikorsky Kyiv Polytechnic Institute’, Kyiv, UkraineORCID Iconhttps://orcid.org/0000-0002-9704-9702View further author information
ORCID Icon,
Mykola LavreniukDepartment of Space Information Technologies and Systems, Space Research Institute NAS Ukraine & SSA Ukraine, Kyiv, Ukraine;Department of Information Security, National Technical University of Ukraine ‘Igor Sikorsky Kyiv Polytechnic Institute’, Kyiv, UkraineCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0003-2183-8833View further author information
ORCID Icon,
Andrii KolotiiDepartment of Space Information Technologies and Systems, Space Research Institute NAS Ukraine & SSA Ukraine, Kyiv, Ukraine;Department of Information Security, National Technical University of Ukraine ‘Igor Sikorsky Kyiv Polytechnic Institute’, Kyiv, UkraineORCID Iconhttps://orcid.org/0000-0002-6972-4483View further author information
ORCID Icon,
Sergii SkakunDepartment of Geographical Sciences, University of Maryland, College Park, MD, USA;NASA Goddard Space Flight Center Code 619, Greenbelt, MD, USAORCID Iconhttps://orcid.org/0000-0002-9039-0174View further author information
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Olena RakoidDepartment of Ecology and Life Safety, National University of Life and Environmental Sciences of Ukraine, Kyiv, UkraineView further author information
&
Leonid ShumiloDepartment of Space Information Technologies and Systems, Space Research Institute NAS Ukraine & SSA Ukraine, Kyiv, Ukraine;Department of Information Security, National Technical University of Ukraine ‘Igor Sikorsky Kyiv Polytechnic Institute’, Kyiv, UkraineView further author information
Pages 309-321 | Received 17 Jul 2018, Accepted 14 Apr 2019, Published online: 02 May 2019

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Leonid Shumilo, Anton Okhrimenko, Nataliia Kussul, Sofiia Drozd & Oleh Shkalikov. (2023) Generative adversarial network augmentation for solving the training data imbalance problem in crop classification. Remote Sensing Letters 14:11, pages 1129-1138.
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Xiaomei Zhang, Guojin He, Shijie Yan, Tengfei Long, Xueli Peng, Zhaoming Zhang & Guizhou Wang. (2023) Forest status assessment in China with SDG indicators based on high-resolution satellite data. International Journal of Digital Earth 16:1, pages 1008-1021.
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Yijing Zhao, Xuesheng Zhao, Deqin Fan & Yue Qiu. (2023) A comprehensive method for refining essential SDGs variables for land degradation monitoring based on the DPSIR framework. International Journal of Digital Earth 16:1, pages 741-761.
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Meng Jin, Ming Lin, Yufu Liu & Yuqi Bai. (2022) An earth observation potential evaluation model and its application to SDG indicators. International Journal of Digital Earth 15:1, pages 1187-1203.
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Bagher Bayat, Carsten Montzka, Alexander Graf, Gregory Giuliani, Mattia Santoro & Harry Vereecken. (2022) One decade (2011–2020) of European agricultural water stress monitoring by MSG-SEVIRI: workflow implementation on the Virtual Earth Laboratory (VLab) platform. International Journal of Digital Earth 15:1, pages 730-747.
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Leonid Shumilo, Sergii Skakun, Meredith L. Gore, Andrii Shelestov, Nataliia Kussul, George Hurtt, Dmytro Karabchuk & Volodymyr Yarotskiy. (2023) Conservation policies and management in the Ukrainian Emerald Network have maintained reforestation rate despite the war. Communications Earth & Environment 4:1.
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Daniela Ballari, Luis M. Vilches-Blázquez, María Lorena Orellana-Samaniego, Francisco Salgado-Castillo, Ana Elizabeth Ochoa-Sánchez, Valerie Graw, Nazli Turini & Jörg Bendix. (2023) Satellite Earth Observation for Essential Climate Variables Supporting Sustainable Development Goals: A Review on Applications. Remote Sensing 15:11, pages 2716.
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Khalil A. Ammar, Ahmed M. S. Kheir, Beshir M. Ali, Balan Sundarakani & Ioannis Manikas. (2023) Developing an analytical framework for estimating food security indicators in the United Arab Emirates: A review. Environment, Development and Sustainability.
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N Kussul, L Shumilo, H Yailymova, A Shelestov & T Krasilnikova. (2023) Complex method for land degradation estimation. IOP Conference Series: Earth and Environmental Science 1126:1, pages 012032.
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Tong Lin, Dafang Wu, Muzhuang Yang, Peifang Ma, Yanyan Liu, Feng Liu & Ziying Gan. (2022) Evolution and Simulation of Terrestrial Ecosystem Carbon Storage and Sustainability Assessment in Karst Areas: A Case Study of Guizhou Province. International Journal of Environmental Research and Public Health 19:23, pages 16219.
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Shanshan Huang, Chao Ma & Pei Liu. (2022) Responses of sustainable development indicators to human activities and climate change in ecologically fragile areas of impoverished counties in China. Natural Resources Forum 46:4, pages 450-480.
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Liying Han, Linlin Lu, Junyu Lu, Xintong Liu, Shuangcheng Zhang, Ke Luo, Dan He, Penglong Wang, Huadong Guo & Qingting Li. (2022) Assessing Spatiotemporal Changes of SDG Indicators at the Neighborhood Level in Guilin, China: A Geospatial Big Data Approach. Remote Sensing 14:19, pages 4985.
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Adams Osman, Emmanuel Abeashi Mensah, Collins Adjei Mensah, Yaw Asamoah, Suleman Dauda, Kofi Adu-Boahen & Charles Atanga Adongo. (2022) Spatial analysis of synergies and trade-offs between the Sustainable Development Goals (SDGs) in Africa. Geography and Sustainability 3:3, pages 220-231.
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Bogdan Kovalenko, Vladimir Lukin, Sergii Kryvenko, Victoriya Naumenko & Benoit Vozel. (2022) BPG-Based Automatic Lossy Compression of Noisy Images with the Prediction of an Optimal Operation Existence and Its Parameters. Applied Sciences 12:15, pages 7555.
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Khalil A. Ammar, Ahmed M.S. Kheir & Ioannis Manikas. (2022) Agricultural big data and methods and models for food security analysis—a mini-review. PeerJ 10, pages e13674.
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Adelina Aleksieva-Petrova, Irena Mladenova, Katya Dimitrova, Kamen Iliev, Atanas Georgiev & Anna Dyankova. (2022) Earth-Observation-Based Services for National Reporting of the Sustainable Development Goal Indicators—Three Showcases in Bulgaria. Remote Sensing 14:11, pages 2597.
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Anthony Lehmann, Paolo Mazzetti, Mattia Santoro, Stefano Nativi, Joan Masò, Ivette Serral, Daniel Spengler, Aidin Niamir, Pierre Lacroix, Mariapaola Ambrosone, Ian McCallum, Nataliia Kussul, Petros Patias, Denisa Rodila, Nicolas Ray & Grégory Giuliani. (2022) Essential earth observation variables for high-level multi-scale indicators and policies. Environmental Science & Policy 131, pages 105-117.
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Nataliia Kussul, Klaus Deininger, Leonid Shumilo, Mykola Lavreniuk, Daniel Ayalew Ali & Oleg Nivievskyi. (2022) Biophysical Impact of Sunflower Crop Rotation on Agricultural Fields. Sustainability 14:7, pages 3965.
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Анжеліна Олексіївна Каленчук-Порханова & Вадим Григорович Тульчинський. (2021) Математичне моделювання екологічного стану природних об'єктів навколишнього середовища. Visnik Nacional noi academii nauk Ukrai ni:11, pages 43-54.
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Leonid Shumilo, Mykola Lavreniuk, Sergii Skakun & Nataliia Kussul. (2021) Is Soil Bonitet an Adequate Indicator for Agricultural Land Appraisal in Ukraine?. Sustainability 13:21, pages 12096.
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Jun Chen, Shu Peng, Hao Chen, Xuesheng Zhao, Yuejing Ge & Zhilin Li. (2020) A Comprehensive Measurement of Progress toward Local SDGs with Geospatial Information: Methodology and Lessons Learned. ISPRS International Journal of Geo-Information 9:9, pages 522.
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N.M. Kussul. (2020) Formation of the Ukrainian segment of the European Research Space in the earth observation sphere. Visnik Nacional'noi' academii' nauk Ukrai'ni 03, pages 39-45.
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Zeynep Unal. (2020) Smart Farming Becomes Even Smarter With Deep Learning—A Bibliographical Analysis. IEEE Access 8, pages 105587-105609.
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