Remote Sensing

Regional dynamics of DMSP-like nighttime lights 1992-2019

An interactive exploration of the space-time dynamics of mean luminosity using the DMSP-like data over the 1992-2019 period.

Regional dynamics of luminosity-based GDP 1992-2019

An interactive exploration of the space-time dynamics of luminosity-based GDP over the 1992-2019 period.

Regional dynamics of VIIRS-like nighttime lights 1992-2023

An interactive exploration of the space-time dynamics of mean luminosity using the VIIRS-like data over the 1992-2023 period.

Space-time dynamics of nighttime lights: VIIRS-annual data

An interactive exploration of the space-time dynamics of nighttime lights using VIIRS-annual data.

Space-time dynamics of nighttime lights: VIIRS-like data

An interactive exploration of the space-time dynamics of nighttime lights using VIIRS-like data.

Space-time dynamics of nighttime lights: DMSP-corrected data

An interactive exploration of the space-time dynamics of nighttime lights using DMSP-corrected data.

Space-time dynamics of nighttime lights: DMSP-extended data

An interactive exploration of the space-time dynamics of nighttime lights using DMSP-extended data.

Space-time dynamics of nighttime lights: DMSP-like data

An interactive exploration of the space-time dynamics of nighttime lights using DMSP-like data.

Monitoring subnational human development

A geocomputational notebook to monitor subnational human development using Python. Besides exploratory data analysis, the notebook introduces geospatial mapping, spatial dependence, and spatial inequality.

Monitoring regional sustainable development

Learn to map and monitor regional development across Bolivia with Python. The notebook shows how to explore the data, draw maps, and detect spatial patterns of inequality.