Data and API

Satellite-to-ground calibration coverage by sub-prefecture

Kuma ScienceNot time-based340 sub-prefecturesSatellite calibrated on ground dataCC BY 4.0

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340 rows selected

Full dataset

This is the Parquet file the table reads. It opens in pandas, R, DuckDB or QGIS.

Parquet (12.6 KB) SHA-256 bf1b6080ae601a405df929726232a6462e3c479bf9edc312797b167604369cc6

Read the file

The Parquet file can be read straight from its URL, without downloading it first.

import pandas as pd

df = pd.read_parquet("https://kumascience.com/data/jeux/couverture-calage.parquet")
df.head()

Live OGC service

The layer is served by the Atlas map server. You can add it to QGIS or query it over WFS.

Layer
kuma_ouvert:sous_prefectures_couv
WFS GetCapabilities
https://atlas.kumascience.com/geoserver/kuma_ouvert/ows?service=WFS&version=2.0.0&request=GetCapabilities
GeoJSON
https://atlas.kumascience.com/geoserver/kuma_ouvert/ows?service=WFS&version=2.0.0&request=GetFeature&typeNames=kuma_ouvert:sous_prefectures_couv&outputFormat=application/json&count=10

Cite this dataset

CC BY 4.0. Atlas solaire de la Guinée, opéré par Kuma Science, CC BY 4.0.