Concepedia

Urban public lighting classification method and analysis of energy and environmental effects based on SDGSAT-1 glimmer imager data

Zhuoran Lv, Huadong Guo, Lu Zhang, Dong Liang, Qi Zhu, Xuting Liu, Heng Zhou, Yiming Liu, Yiting Gou, Xinyu Dou,

Applied Energy · 2023 · 35 citations · 45 references

DOI

Concepts

References

45

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

An assessment of the effectiveness of a random forest classifier for land-cover classification

Víctor Rodríguez‐Galiano, Bardan Ghimire, John Rogan et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2011 · 2.9K citations

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Artificially lit surface of Earth at night increasing in radiance and extent

Christopher C. M. Kyba, Theres Kuester, Alejandro Sánchez de Miguel et al. · Science Advances · 2017 · 931 citations · Full text

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Evaluating the Ability of NPP-VIIRS Nighttime Light Data to Estimate the Gross Domestic Product and the Electric Power Consumption of China at Multiple Scales: A Comparison with DMSP-OLS Data

Kaifang Shi, Bailang Yu, Yingjie Hu et al. · Remote Sensing · 2014 · 635 citations · Full text

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Land Cover Classification using Google Earth Engine and Random Forest Classifier—The Role of Image Composition

Thanh Noi Phan, Verena Kuch, Lukas Lehnert · Remote Sensing · 2020 · 603 citations · Full text

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