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  | [### 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) |

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  | [### 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) |

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  | [### 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) |