High Resolution Population Density Maps + Demographic Estimates by CIESIN and Meta

Stream data with DDA:

from dagshub.streaming import DagsHubFilesystem

fs = DagsHubFilesystem(".", repo_url="https://dagshub.com/DagsHub-Datasets/dataforgood-fb-hrsl-dataset")

fs.listdir("s3://dataforgood-fb-data/hrsl-cogs/")

Description:

Population data for a selection of countries, allocated to 1 arcsecond blocks and provided in a combination of CSV and Cloud-optimized GeoTIFF files. This refines CIESIN’s Gridded Population of the World using machine learning models on high-resolution worldwide Maxar satellite imagery. CIESIN population counts aggregated from worldwide census data are allocated to blocks where imagery appears to contain buildings.

Contact:

Population data for a selection of countries, allocated to 1 arcsecond blocks and provided in a combination of CSV and Cloud-optimized GeoTIFF files. This refines CIESIN’s Gridded Population of the World using machine learning models on high-resolution worldwide Maxar satellite imagery. CIESIN population counts aggregated from worldwide census data are allocated to blocks where imagery appears to contain buildings.

Update Frequency:

Quarterly

Managed By:

https://dataforgood.fb.com/

Collabs:

• ASDI:
  • Tags: disaster response

Resources:

1. resource:

   • Description: Cloud-optimized GeoTIFF files
   • ARN: arn:aws:s3:::dataforgood-fb-data/hrsl-cogs/
   • Region: us-east-1
   • Type: S3 Bucket

2. resource:

   • Description: CSV files
   • ARN: arn:aws:s3:::dataforgood-fb-data/csv/
   • Region: us-east-1
   • Type: S3 Bucket

Tags:

population, demographics, machine learning, aerial imagery, satellite imagery, image processing, geospatial, sustainability, disaster response, aws-pds

Tutorials:

1. tutorial:
   • Title: Investigating environmental characteristics of US cities using publicly available ASDI datasets
   • URL: https://github.com/aws-samples/aws-asdi-cities-smsl-notebook
   • NotebookURL: https://github.com/aws-samples/aws-asdi-cities-smsl-notebook/blob/main/ASDI_Cities_Demo.ipynb
   • AuthorName: Darren Ko
   • Services: SageMaker Studio Lab