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Artificial Intelligence in Agriculture

Jul
21

SPAM 2010 V2r0 (0.1 degree grid)

DATASET OVERVIEW
将数据从SPAM转移到0.1 degreeg grid cells,为进行全球农业和天气分析出作物空间分配基本模式。原数据是cell5m数据(ha,ton,kg/ha),转移到0.1度后,原数据harv_area/phys_area/prod 不再准确,只有yield不变,使用时需要验证数据准确度。

SPAM:Using a variety of inputs, IFPRI’s Spatial Production Allocation Model (SPAM) uses a cross-entropy approach to make plausible estimates of crop distribution within disaggregated units.

Grid:0.1 degree
Format:.csv
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DATE OF DATASET
creation : 2022-07-11
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COLUMN DESCRIPTIONS
gid_0:Unique numeric ID for level 0 (country iso3),Administrative boundaries (level 3)
name_0:country_name
point_id:.shp file export 0.1degree fishnet point id
lat:latitude
lon:longitude

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Country barley cotton maize oilpalm rapeseed rice sorghum soybean wheat sugarbeet sugarcane sunflower
Argentina
Australia
Bangladesh
Bolivia
Brazil
Canada
China
Columbia
Egypt
Ethiopia
European
India
Indonesia
Iran
kazakhstan
Malaysia
Mexico
Myanmar
Nigeria
Pakistan
Paraguay
Philippine
Russia
Sudan
SouthAfrica
Thailand
Turkey
Ukraine
USA
Uzbekistan
Viet Nam

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v: Variables
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*_A_* physical area
*_H_* harvested area
*_P_* production
*_Y_* yield kg/ha

t: Technologies
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*_TA all technologies together, ie complete crop
*_TI irrigated portion of crop
*_TH rainfed high inputs portion of crop
*_TL rainfed low inputs portion of crop
*_TS rainfed subsistence portion of crop
*_TR rainfed portion of crop (= TA – TI, or TH + TL + TS)

Food crops:
******************
crop # name SPAM name
1 wheat whea
2 rice rice
3 maize maiz
4 barley barl
7 sorghum sorg
20 soybean soyb

Non-food crops:
*******************
crop # name SPAM name
23 oilpalm oilp
24 sunflower sunf
25 rapeseed rape
28 sugarcane sugc
29 sugarbeet sugb
30 cotton cott

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DATA SOURCE DECLARATION
The following data sources were used to create this dataset. If there is any inconsistency with the SOURCE DATA POLICY, please contact us for modification.

Spatial Production Allocation Model (SPAM) For 2010
GADM 3.6 – Administrative boundaries (level 1,level 2)

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