Moulvibazar

Satellite-derived indicators and census employment for Moulvibazar, ranked against all 64 districts. Ranks order districts by raw value, highest first, with no judgment attached.

Source: Sources and vintages are shown beside every district indicatorVerified

Indicators

Source: BDPolicyLab district profile

Coverage groups

Source: BDPolicyLab district profile

Non-farm employment

172,730

Source: BBS Economic Census 2013 (non-farm establishments)

Wealth and urbanization

Values retain the source unit, national rank, median, and source vintage.

Relative Wealth Index-0.06 RWI (z-scored)rank 30 of 64national median -0.06

Meta Data for Good RWI (HDX), ~2.4 km grid · 2021

Night-time Lights0.73 radiance (nW/cm2/sr)rank 31 of 64national median 0.71

NASA/NOAA VIIRS DNB monthly composite · 2023

Built-up Area1.57 % of districtrank 38 of 64national median 1.70

JRC GHSL built-up surface · 2020

Environment and climate

Values retain the source unit, national rank, median, and source vintage.

Annual Rainfall3,442 mm/yrrank 10 of 64national median 2,289

UCSB CHIRPS · 2024

Air Temperature25.04 degrees Crank 55 of 64national median 25.80

ECMWF ERA5-Land · 2024

Land Surface Temperature26.38 degrees Crank 43 of 64national median 26.57

MODIS MOD11A2 daytime LST · 2024

Vegetation (NDVI)0.58 NDVIrank 9 of 64national median 0.54

MODIS MOD13A1 · 2024

Air quality

Values retain the source unit, national rank, median, and source vintage.

Air Quality (NO2)2.44 mol/m2 (x1e-5)rank 60 of 64national median 3.51

Sentinel-5P TROPOMI · 2024

Aerosol Optical Depth0.46 AOD 550nmrank 58 of 64national median 0.59

MODIS MAIAC · 2024

What do people work in?

172,730 persons engaged in non-farm establishments.

Wholesale & retail trade85,917 · 49.7%

Manufacturing22,992 · 13.3%

Other (utilities, mining, real estate, professional, admin, arts)21,163 · 12.3%

Education17,487 · 10.1%

Accommodation & food service8,104 · 4.7%

Source: BBS Economic Census 2013 (non-farm establishments)

Explore these indicators on the district maps, employment detail in the Jobs Atlas, or download any series from the Data Explorer.

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Wealth and urbanization

Environment and climate

Air quality

What do people work in?