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latitude
unknown
longitude
unknown
date
date32
vegetation_index
unknown
level_1
string
level_2
string
level_3
string
level_4
string
level_5
string
"37.35"
"74.65"
2000-11-16
"-0.021"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.55"
2000-03-21
"-0.033"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.55"
2000-04-22
"0.061"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-03-21
"-0.037"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-04-06
"-0.037"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-06-09
"0.085"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-04-22
"-0.041"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-06-25
"0.140"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-05-24
"0.010"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-05-08
"-0.049"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-07-11
"0.183"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-07-27
"0.211"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-08-12
"0.176"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-08-28
"0.176"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-09-13
"0.081"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-11-16
"-0.013"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-09-29
"0.069"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-10-15
"0.010"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-12-02
"-0.017"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-12-18
"-0.029"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-10-31
"0.042"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-02-18
"-0.045"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-04-22
"-0.009"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-03-21
"-0.025"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.55"
2000-05-24
"-0.025"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-03-05
"-0.029"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-05-24
"0.144"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-04-06
"-0.029"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-06-09
"0.160"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-06-25
"0.207"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-07-11
"0.258"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-07-27
"0.254"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-08-12
"0.219"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-10-15
"-0.033"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-08-28
"0.191"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-10-31
"-0.021"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-09-13
"0.176"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-11-16
"-0.029"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-09-29
"0.097"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-12-02
"-0.021"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-12-18
"-0.037"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.65"
2000-02-18
"-0.017"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-02-18
"-0.021"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.65"
2000-03-05
"-0.017"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-03-05
"-0.029"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.65"
2000-03-21
"-0.013"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-03-21
"-0.041"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.65"
2000-04-06
"0.002"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-04-06
"-0.045"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.65"
2000-04-22
"0.069"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-04-22
"-0.045"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.65"
2000-05-08
"0.081"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-05-08
"-0.057"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.65"
2000-05-24
"0.097"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-06-25
"-0.013"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.65"
2000-06-09
"0.101"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-07-11
"-0.017"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.65"
2000-08-12
"0.124"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-05-24
"-0.029"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.65"
2000-06-25
"0.120"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-07-27
"-0.006"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.65"
2000-08-28
"0.117"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-06-09
"-0.029"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.65"
2000-07-11
"0.144"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-08-12
"-0.009"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.65"
2000-09-13
"0.117"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-08-28
"0.002"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.65"
2000-07-27
"0.132"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-09-29
"-0.021"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.65"
2000-09-29
"0.105"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-09-13
"-0.013"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.65"
2000-10-15
"-0.033"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-12-02
"-0.025"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-10-31
"-0.013"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.55"
2000-06-09
"0.093"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.55"
2000-03-05
"-0.029"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.55"
2000-04-06
"-0.002"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.55"
2000-05-08
"-0.049"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.55"
2000-05-24
"0.093"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.65"
2000-10-31
"-0.021"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-10-15
"-0.033"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.55"
2000-04-22
"-0.041"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.55"
2000-03-21
"-0.009"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.55"
2000-04-06
"-0.037"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.55"
2000-03-05
"-0.017"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.55"
2000-02-18
"-0.025"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.55"
2000-02-18
"-0.013"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.55"
2000-06-25
"0.093"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.55"
2000-06-09
"0.014"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-03-05
"-0.029"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.85"
2000-02-18
"-0.037"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-11-16
"-0.029"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.65"
2000-12-18
"-0.029"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.65"
2000-12-18
"-0.037"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.65"
2000-12-02
"-0.021"
Badakhshan
Wakhan
null
null
null
"37.35"
"74.75"
2000-05-08
"0.128"
Badakhshan
Wakhan
null
null
null
"36.95"
"74.05"
2000-04-22
"-0.041"
Badakhshan
Wakhan
null
null
null
"37.25"
"74.45"
2000-05-08
"0.097"
Badakhshan
Wakhan
null
null
null
"36.95"
"73.15"
2000-02-18
"-0.002"
Badakhshan
Wakhan
null
null
null
"37.05"
"73.15"
2000-04-06
"-0.041"
Badakhshan
Wakhan
null
null
null
End of preview. Expand in Data Studio
YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

Geospatially Enriched NDVI (16-Day Terra/MODIS)

This dataset transforms raw 16-day MODIS NDVI grids into a per-pixel time series enriched with hierarchical administrative boundaries. It covers every 0.1°×0.1° land pixel worldwide from 2000 onward and is partitioned for efficient bulk download and selective access.

Dataset Contents

  • Partitioned Parquet files
    Stored under:
ndvi/
├── year=YYYY/
│ ├── country=Netherlands/
│ │ └── data_0.parquet
│ └── country=India/
│ │ └── data_0.parquet
│ │ └── data_1.parquet
│ └── ...
└── …
  • manifest.json
    A JSON array listing each file’s path and the 16-day dates it contains.

Schema

Column Type Description
latitude decimal(4,2) Pixel center latitude (–89.95 to 89.95, step 0.1°)
longitude decimal(5,2) Pixel center longitude (–179.95 to 179.95, step 0.1°)
date date Snapshot date (YYYY-MM-DD) for each 16-day interval
vegetation_index decimal(3,3) NDVI value (–0.1 to 0.9) or NULL for ocean/cloud pixels
country varchar ISO-normalized country name
level_1level_5 varchar Nested administrative levels (province, municipality, etc.)

Loading & Usage

from datasets import load_dataset

ds = load_dataset("svenmeijboom/geospatially_enriched_ndvi", split="train")
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