Adaptive modeling of satellite-derived nighttime lights time-series for tracking urban change processes using machine learning

Author:

Chakraborty Srija,Stokes Eleanor C.

Publisher

Elsevier BV

Subject

Computers in Earth Sciences,Geology,Soil Science

Reference51 articles.

1. A relative density ratio-based framework for detection of land cover changes in MODIS NDVI time series;Anees;IEEE J. Select. Top. Appl. Earth Observ. Remote Sens.,2015

2. Learning deep architectures for AI. Foundations and trends®;Bengio;Mach. Learn.,2009

3. Advances in using multitemporal night-time lights satellite imagery to detect, estimate, and monitor socioeconomic dynamics;Bennett;Remote Sens. Environ.,2017

4. Humanitarian SDGs: Interlinking the 2030 agenda for sustainable development with the agenda for humanity;Blind,2019

5. Generalization in fully-connected neural networks for time series forecasting;Borovykh;J. Comput. Sci.,2019

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