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Nightlight as a Proxy of Economic Indicators: Fine-Grained GDP Inference around Chinese Mainland via Attention-Augmented CNN from Daytime Satellite Imagery
Research article (Remote Sensing, 2021) · cited 36× · AI/ML
Nightlight as a Proxy of Economic Indicators: Fine-Grained GDP Inference around Chinese Mainland via Attention-Augmented CNN from Daytime Satellite Imagery
Summary
Nightlight as a Proxy of Economic Indicators: Fine-Grained GDP Inference around Chinese Mainland via Attention-Augmented CNN from Daytime Satellite Imagery is a scholarly article[1].
Key Facts
Nightlight as a Proxy of Economic Indicators: Fine-Grained GDP Inference around Chinese Mainland via Attention-Augmented CNN from Daytime Satellite Imagery's instance of is recorded as scholarly article[2].
References
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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). Nightlight as a Proxy of Economic Indicators: Fine-Grained GDP Inference around Chinese Mainland via Attention-Augmented CNN from Daytime Satellite Imagery. Retrieved May 24, 2026, from https://4ort.xyz/entity/nightlight-as-a-proxy-of-economic-indicators-fine-grained-gdp-inference-around-chinese-mainland-via-attention-augmented-
MLA“Nightlight as a Proxy of Economic Indicators: Fine-Grained GDP Inference around Chinese Mainland via Attention-Augmented CNN from Daytime Satellite Imagery.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/nightlight-as-a-proxy-of-economic-indicators-fine-grained-gdp-inference-around-chinese-mainland-via-attention-augmented-.
BibTeX@misc{4ortxyz_nightlight-as-a-proxy-of-economic-indicators-fine-grained-gdp-inference-around-chinese-mainland-via-attention-augmented-_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Nightlight as a Proxy of Economic Indicators: Fine-Grained GDP Inference around Chinese Mainland via Attention-Augmented CNN from Daytime Satellite Imagery}}, year = {2026}, url = {https://4ort.xyz/entity/nightlight-as-a-proxy-of-economic-indicators-fine-grained-gdp-inference-around-chinese-mainland-via-attention-augmented-}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Nightlight as a Proxy of Economic Indicators: Fine-Grained GDP Inference around Chinese Mainland via Attention-Augmented CNN from Daytime Satellite Imagery — https://4ort.xyz/entity/nightlight-as-a-proxy-of-economic-indicators-fine-grained-gdp-inference-around-chinese-mainland-via-attention-augmented- (retrieved 2026-05-24)
