Table 1 The list of Datasets used in this study.

From: Global nighttime light dataset from 1992 to 2022 with focus on low-light areas

Usage

Time step

Type

Role

Authors

DMSP/OLS V4

1992-2013

NTL data

Data composite (1992-2013)

Elvidge et al.1 Baugh et al.45

DVNL

2014-2019

NTL data

Data composite (2014 2019)

Nechaev et al.61 Ghosh et al.57

Annual VNL V2

2013,2020-2022

NTL data

Data restoration (2013) Data extension (2020 2022)

Elvidge et al.46

Chen-NTL

2000-2022

NTL data

Reference data for spatial consistency validation (2000 2022)

Chen et al.82

Li-NTL

1992-2021

NTL data

Reference data for spatial consistency validation (1992 2021)

Li et al.86

Socio-economic data

1992-2022

Statistical data

Reference data for temporal consistency validation (1992 2022)

World bank