Crop Types in Central Asia

Short description

This dataset collection provides crop type dataset for consistent land cover classification in Central Asia. 8,196 samples were collected between 2015 and 2018, 213 in 2011 and 26 in 2008. The data compiles samples for 40 crop types and is dominated by cotton (40%) and wheat, (25%). The data went through validation process using expert knowledge and remote sensing data and relied on transferable, open-source workflows that will assure the consistency of future sampling campaigns. This dataset (crop type information) is essential to understand the spatial distribution of water usage and anticipate the risk of water scarcity and the consequent danger of food insecurity especially to arid regions such as the Aral Sea Basin (ASB), Central Asia, where agriculture relies heavily on irrigation. More information can be found in the documentation page Source Cooperative.

Band information

The idiv land cover classification in Central Asia contains a crop type label and a season label to indicate the crop and the season in the field.
Band Name Sample Type Description
crop UINT 8 Crop type
season UINT 8 Crop Season

Crop type colouring scheme

Value Color Color Code Label
1 #FF0000 Cotton
2 #00FF00 Wheat-Other
3 #0000FF Wheat
4 #FFFF00 Orchard
5 #FF00FF Rice
6 #00FFFF Vegetables
7 #800000 Maize
8 #008000 Alfalfa
9 #000080 Wheat-Rice
10 #808000 Melons
11 #800080 Cotton-Other
12 #008080 Vineyard
13 #808080 Cotton-Rice
14 #FFA500 Wheat-Maize
15 #D2B48C Fallow
16 #A0522D Wheat-Vegetables
17 #8B0000 Wheat-Sorghum
18 #FF4500 Wheat-Broom
19 #FF6347 Rice-Vegetables
20 #8B4513 Wheat-Soy
21 #800000 Wheat-Barley
22 #008000 Soy
23 #8B008B Wheat-Cotton
24 #008B8B Wheat-Carrot
25 #8B5A2B Potato-Maize
26 #006400 Vegetables-Maize
27 #CD853F Wheat-Carrots
28 #2E8B57 Cabbages-Maize
29 #008080 Alfalfa-Maize
30 #6B8E23 Wheat-Melons
31 #1E90FF Onions-Maize
32 #90EE90 Wheat-Beans
33 #00FF7F Sunflower
34 #FF6347 Carrots
35 #FF4500 Beans
36 #FF69B4 Tomatoes
37 #B8860B Onions
38 #00CED1 Oats
39 #8B4513 Potatoes
40 #000000 Pumpkin

More information

More information about A crop type dataset for consistent land cover classification in central Asia collection is described on the Source Cooperative (previously Radiant MLHub) and the documentation can be downloaded here.

Representative Images

Central Asia CropsCrop types recorded in central Asia from 2008 to 2018.