- |---| | [### CCNL: Consistent and Corrected Nighttime Light Dataset from DMSP-OLS (1992-2013) v1 ![](https://developers.google.com/earth-engine/datasets/images/BNU/BNU_FGS_CCNL_v1_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/BNU_FGS_CCNL_v1) | | The Consistent and Corrected Nighttime Lights (CCNL) dataset is a reprocessed version of the Defense Meteorological Program (DMSP) Operational Line-Scan System (OLS) Version 4. A series of methods was used to mitigate the impact of inter-annual inconsistency, saturation, and blooming effects and to improve data ... | | [dmsp](https://developers.google.com/earth-engine/datasets/tags/dmsp) [eog](https://developers.google.com/earth-engine/datasets/tags/eog) [imagery](https://developers.google.com/earth-engine/datasets/tags/imagery) [lights](https://developers.google.com/earth-engine/datasets/tags/lights) [nighttime](https://developers.google.com/earth-engine/datasets/tags/nighttime) [ols](https://developers.google.com/earth-engine/datasets/tags/ols) | - |---| | [### DMSP OLS: Global Radiance-Calibrated Nighttime Lights Version 4, Defense Meteorological Program Operational Linescan System ![](https://developers.google.com/earth-engine/datasets/images/NOAA/NOAA_DMSP-OLS_CALIBRATED_LIGHTS_V4_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NOAA_DMSP-OLS_CALIBRATED_LIGHTS_V4) | | The Defense Meteorological Program (DMSP) Operational Line-Scan System (OLS) has a unique capability to detect visible and near-infrared (VNIR) emission sources at night. This collection contains global nighttime lights images with no sensor saturation. The sensor is typically operated at a high-gain setting to enable ... | | [dmsp](https://developers.google.com/earth-engine/datasets/tags/dmsp) [eog](https://developers.google.com/earth-engine/datasets/tags/eog) [imagery](https://developers.google.com/earth-engine/datasets/tags/imagery) [lights](https://developers.google.com/earth-engine/datasets/tags/lights) [nighttime](https://developers.google.com/earth-engine/datasets/tags/nighttime) [ols](https://developers.google.com/earth-engine/datasets/tags/ols) | - |---| | [### DMSP OLS: Nighttime Lights Time Series Version 4, Defense Meteorological Program Operational Linescan System ![](https://developers.google.com/earth-engine/datasets/images/NOAA/NOAA_DMSP-OLS_NIGHTTIME_LIGHTS_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NOAA_DMSP-OLS_NIGHTTIME_LIGHTS) | | The Defense Meteorological Program (DMSP) Operational Line-Scan System (OLS) has a unique capability to detect visible and near-infrared (VNIR) emission sources at night. Version 4 of the DMSP-OLS Nighttime Lights Time Series consists of cloud-free composites made using all the available archived DMSP-OLS smooth resolution ... | | [dmsp](https://developers.google.com/earth-engine/datasets/tags/dmsp) [eog](https://developers.google.com/earth-engine/datasets/tags/eog) [imagery](https://developers.google.com/earth-engine/datasets/tags/imagery) [lights](https://developers.google.com/earth-engine/datasets/tags/lights) [nighttime](https://developers.google.com/earth-engine/datasets/tags/nighttime) [ols](https://developers.google.com/earth-engine/datasets/tags/ols) | - |---| | [### VIIRS Nighttime Day/Night Annual Band Composites V2.1 ![](https://developers.google.com/earth-engine/datasets/images/NOAA/NOAA_VIIRS_DNB_ANNUAL_V21_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_DNB_ANNUAL_V21) | | Annual global VIIRS nighttime lights dataset is a time series produced from monthly cloud-free average radiance grids spanning 2013 to 2021. Data for 2022 are available in the NOAA/VIIRS/DNB/ANNUAL_V22 dataset. An initial filtering step removed sunlit, moonlit and cloudy pixels, leading to rough composites that ... | | [annual](https://developers.google.com/earth-engine/datasets/tags/annual) [dnb](https://developers.google.com/earth-engine/datasets/tags/dnb) [eog](https://developers.google.com/earth-engine/datasets/tags/eog) [lights](https://developers.google.com/earth-engine/datasets/tags/lights) [nighttime](https://developers.google.com/earth-engine/datasets/tags/nighttime) [noaa](https://developers.google.com/earth-engine/datasets/tags/noaa) | - |---| | [### VIIRS Nighttime Day/Night Annual Band Composites V2.2 ![](https://developers.google.com/earth-engine/datasets/images/NOAA/NOAA_VIIRS_DNB_ANNUAL_V22_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_DNB_ANNUAL_V22) | | Annual global VIIRS nighttime lights dataset is a time series produced from monthly cloud-free average radiance grids for 2022. Data for earlier years are available in the NOAA/VIIRS/DNB/ANNUAL_V21 dataset. An initial filtering step removed sunlit, moonlit and cloudy pixels, leading to rough composites that contains ... | | [annual](https://developers.google.com/earth-engine/datasets/tags/annual) [dnb](https://developers.google.com/earth-engine/datasets/tags/dnb) [eog](https://developers.google.com/earth-engine/datasets/tags/eog) [lights](https://developers.google.com/earth-engine/datasets/tags/lights) [nighttime](https://developers.google.com/earth-engine/datasets/tags/nighttime) [noaa](https://developers.google.com/earth-engine/datasets/tags/noaa) | - |---| | [### VIIRS Nighttime Day/Night Band Composites Version 1 ![](https://developers.google.com/earth-engine/datasets/images/NOAA/NOAA_VIIRS_DNB_MONTHLY_V1_VCMCFG_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_DNB_MONTHLY_V1_VCMCFG) | | Monthly average radiance composite images using nighttime data from the Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB). As these data are composited monthly, there are many areas of the globe where it is impossible to get good quality data coverage for that month. ... | | [dnb](https://developers.google.com/earth-engine/datasets/tags/dnb) [eog](https://developers.google.com/earth-engine/datasets/tags/eog) [lights](https://developers.google.com/earth-engine/datasets/tags/lights) [monthly](https://developers.google.com/earth-engine/datasets/tags/monthly) [nighttime](https://developers.google.com/earth-engine/datasets/tags/nighttime) [noaa](https://developers.google.com/earth-engine/datasets/tags/noaa) | - |---| | [### VIIRS Stray Light Corrected Nighttime Day/Night Band Composites Version 1 ![](https://developers.google.com/earth-engine/datasets/images/NOAA/NOAA_VIIRS_DNB_MONTHLY_V1_VCMSLCFG_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NOAA_VIIRS_DNB_MONTHLY_V1_VCMSLCFG) | | Monthly average radiance composite images using nighttime data from the Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB). As these data are composited monthly, there are many areas of the globe where it is impossible to get good quality data coverage for that month. ... | | [dnb](https://developers.google.com/earth-engine/datasets/tags/dnb) [eog](https://developers.google.com/earth-engine/datasets/tags/eog) [lights](https://developers.google.com/earth-engine/datasets/tags/lights) [monthly](https://developers.google.com/earth-engine/datasets/tags/monthly) [nighttime](https://developers.google.com/earth-engine/datasets/tags/nighttime) [noaa](https://developers.google.com/earth-engine/datasets/tags/noaa) |