MODIS Land Cover Date数据说明

2018-12-20 23:24

MOD12Q1三级数据土地覆盖类型产品(Land Cover data)是根据一年的Terra和Aqua观测所得的数据经过处理,描述土地覆盖的类型。该土地覆盖数据集中包含了17个主要土地覆盖类型,根据国际地圈生物圈计划(IGBP),其中包括11个自然植被类型,3个土地开发和镶嵌的地类和3个非草木土地类型定义类。

MODIS Terra + Aqua三级土地覆盖类型年度全球500米产品MCD12Q1采用五种不同的土地覆盖分类方案,信息提取主要技术是监督决策树分类。下面是该数据中包含的五个数据集,五个分类方案如下:

土地覆盖分类1:IGBP的全球植被分类方案

土地覆盖分类2:美国马里兰大学(UMD格式)方案 土地覆盖分类3:基于MODIS叶面积指数/光合有效辐射方案 土地覆盖分类4:基于MODIS衍生净初级生产力(NPP)方案 土地覆盖分类5:植物功能型(肺功能)方案

MCD12Q1是HDF格式的,包含16个数据集

Science Data Set Land Cover Type 1 (IGBP)* Land Cover Type 2 (UMD)* Land Cover Type 3 (LAI/fPAR)* Land Cover Type 4 (NPP/BGC)* Land Cover Type 5 (PFT)** Land Cover Type 1 Assessment Land Cover Type 2 Assessment Land Cover Type 3 Assessment Land Cover Type 4 Assessment Land Cover Type 5 Assessment

Land Cover QC

Land Cover Type 1 Secondary Land Cover Type 1 Secondary %

Land Cover Property 1 Land Cover Property 2 Land Cover Property 3

Units Class # Class # Class # Class # Class # % Integer Not populated Not populated Not populated Not populated Concatenated Flags

Class # Not populated Not populated Not populated Not populated

Data-Type 8-bit unsigned 8-bit unsigned 8-bit unsigned 8-bit unsigned 8-bit unsigned 8-bit unsigned 8-bit unsigned 8-bit unsigned 8-bit unsigned 8-bit unsigned 8-bit unsigned 8-bit unsigned 8-bit unsigned 8-bit unsigned 8-bit unsigned 8-bit unsigned

Fill Value 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255 255

Valid Range 0–254 0–254 0–254 0–254 0–254 0–254 0–254 0–254 0–254 0–254 0–254 0–254 0–254 0–254 0–254 0–254

前五个就是五个分类方案的分类图,接下来是分类评估图、其中只有type1有产品,还有质量控制数据集

各种分类数据中,数值代表类别如下表:

Class 0 1

IGBP (Type 1)

Water

Evergreen Needleleaf

forest

UMD (Type 2)

Water Evergreen Needleleaf forest

LAI/fPAR (Type 3)

Water Grasses/Cereal

crops

NPP (Type 4)

Water Evergreen Needleleaf vegetation

PFT (Type 5)

Water Evergreen Needleleaf trees

2 Evergreen Broadleaf

forest

Evergreen Broadleaf forest Deciduous Needleleaf forest

Shrubs Evergreen Broadleaf

vegetation

Evergreen Broadleaf trees Deciduous Needleleaf trees

3 Deciduous Needleleaf

forest

Broadleaf crops Deciduous Needleleaf vegetation

4 Deciduous Broadleaf

forest

Deciduous Broadleaf forest Mixed forest

Savanna Deciduous Broadleaf vegetation

Deciduous Broadleaf trees

Shrub

5 Mixed forest Evergreen Broadleaf

forest

Annual Broadleaf

vegetation Annual grass vegetation Non-vegetated land

6 Closed shrublands Closed shrublands Deciduous Broadleaf

forest

Grass

7 Open shrublands Open shrublands Evergreen Needleleaf forest

Cereal crops

8 Woody savannas Woody savannas Deciduous Needleleaf forest

Urban Broad-leaf crops

9 10 11

Savannas Grasslands Permanent wetlands

Savannas Grasslands

Non-vegetated

Urban

Urban and built-up Snow and ice Barren or sparse vegetation

12 13 14

Croplands Urban and built-up Cropland/Natural vegetation mosaic

Croplands Urban and built-up

15 16

Snow and ice Barren or sparsely

vegetated

Barren or sparsely

vegetated Unclassified Fill Value

254 255

Unclassified Fill Value

Unclassified Fill Value

Unclassified Fill Value

Unclassified Fill Value

(以上数据均出自https://lpdaac.usgs.gov/products/modis_products_table)


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