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Google Earth Engine——Hansen Global Forest Change v1.8 (2000-2020) 森林覆盖度和森林损失量数据集

2022-07-17 13:18:00 【此星光明】

Hansen Global Forest Change v1.8 (2000-2020)

Results from time-series analysis of Landsat images in characterizing global forest extent and change.

The 'first' and 'last' bands are reference multispectral imagery from the first and last available years for Landsat spectral bands 3, 4, 5, and 7. Reference composite imagery represents median observations from a set of quality-assessed growing-season observations for each of these bands.

Please see the User Notes for this Version 1.8 update, as well as the associated journal article: Hansen, Potapov, Moore, Hancher et al. “High-resolution global maps of 21st-century forest cover change.” Science 342.6160 (2013): 850-853.

Note that updated versions of this data are available. The newest version, Version 1.9 (produced with data through 2021), is available as UMD/hansen/global_forest_change_2021_v1_9.

Landsat图像在描述全球森林范围和变化方面的时间序列分析结果。

第一个 "和 "最后一个 "波段是Landsat光谱波段3、4、5和7的第一个和最后一个可用年份的参考多光谱图像。参考综合图像代表了这些波段中每个波段的一组质量评估过的生长季节观测值的中位数。

请参阅该1.8版更新的用户说明以及相关的期刊文章。Hansen, Potapov, Moore, Hancher等人，"21世纪森林覆盖率变化的高分辨率全球地图"。科学》342.6160（2013）。850-853.

请注意，该数据的更新版本是可用的。最新的版本，即1.9版（用到2021年的数据制作），可在UMD/hansen/global_forest_change_2021_v1_9获得。

This dataset has been superseded by UMD/hansen/global_forest_change_2021_v1_9

Dataset Availability

2000-01-01T00:00:00 - 2020-01-01T00:00:00

Dataset Provider

Hansen/UMD/Google/USGS/NASA

Collection Snippet

ee.Image("UMD/hansen/global_forest_change_2020_v1_8")

Resolution

30.92 meters

Bands Table

Name	Description	Min	Max	Units	Wavelength
treecover2000	Tree canopy cover for year 2000, defined as canopy closure for all vegetation taller than 5m in height.	0	100	%
loss	Forest loss during the study period, defined as a stand-replacement disturbance (a change from a forest to non-forest state).
loss Bitmask	Bit 0: Forest loss during the study period. 0: Not loss 1: Loss
gain	Forest gain during the period 2000–2012, defined as the inverse of loss (a non-forest to forest change entirely within the study period). Note that this has not been updated in subsequent versions.
gain Bitmask	Bit 0: Forest gain during the period 2000–2012. 0: No gain 1: Gain
first_b30	Landsat 7 band 3 (red) cloud-free image composite. Reference multispectral imagery from the first available year, typically 2000.				0.63-0.69μm
first_b40	Landsat 7 band 4 (NIR) cloud-free image composite. Reference multispectral imagery from the first available year, typically 2000.				0.77-0.90μm
first_b50	Landsat 7 band 5 (SWIR) cloud-free image composite. Reference multispectral imagery from the first available year, typically 2000.				1.55-1.75μm
first_b70	Landsat 7 band 7 (SWIR) cloud-free image composite. Reference multispectral imagery from the first available year, typically 2000.				2.09-2.35μm
last_b30	Landsat 7 band 3 (red) cloud-free image composite. Reference multispectral imagery from the last available year, typically the last year of the study period.				0.63-0.69μm
last_b40	Landsat 7 band 4 (NIR) cloud-free image composite. Reference multispectral imagery from the last available year, typically the last year of the study period.				0.77-0.90μm
last_b50	Landsat 7 band 5 (SWIR) cloud-free image composite. Reference multispectral imagery from the last available year, typically the last year of the study period.				1.55-1.75μm
last_b70	Landsat 7 band 7 (SWIR) cloud-free image composite. Reference multispectral imagery from the last available year, typically the last year of the study period.				2.09-2.35μm
datamask	Three values representing areas of no data, mapped land surface, and permanent water bodies.
datamask Bitmask	Bits 0-1: Three values representing areas of no data, mapped land surface, and permanent water bodies. 0: No data 1: Mapped land surface 2: Permanent water bodies
lossyear	Year of gross forest cover loss event. Forest loss during the study period, defined as a stand-replacement disturbance, or a change from a forest to non-forest state. Encoded as either 0 (no loss) or else a value in the range 1–20, representing loss detected primarily in the year 2001–2020, respectively.	0	20

数据引用：

Hansen, M. C., P. V. Potapov, R. Moore, M. Hancher, S. A. Turubanova, A. Tyukavina, D. Thau, S. V. Stehman, S. J. Goetz, T. R. Loveland, A. Kommareddy, A. Egorov, L. Chini, C. O. Justice, and J. R. G. Townshend.

“High-Resolution Global Maps of 21st-Century Forest Cover Change.” Science 342 (15 November): 850–53. Data available on-line at: Global Forest Change.

代码：

var dataset = ee.Image('UMD/hansen/global_forest_change_2020_v1_8');
var treeCoverVisParam = {
  bands: ['treecover2000'],
  min: 0,
  max: 100,
  palette: ['black', 'green']
};
Map.addLayer(dataset, treeCoverVisParam, 'tree cover');

var treeLossVisParam = {
  bands: ['lossyear'],
  min: 0,
  max: 20,
  palette: ['yellow', 'red']
};
Map.addLayer(dataset, treeLossVisParam, 'tree loss year');

森林覆盖度