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

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This dataset has been superseded by UMD/hansen/global_forest_change_2021_v1_9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

• Bit 0: Forest loss during the study period.
  • 0: Not loss
  • 1: Loss

gainForest 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_b30Landsat 7 band 3 (red) cloud-free image composite. Reference multispectral imagery from the first available year, typically 2000.0.63-0.69μmfirst_b40Landsat 7 band 4 (NIR) cloud-free image composite. Reference multispectral imagery from the first available year, typically 2000.0.77-0.90μmfirst_b50Landsat 7 band 5 (SWIR) cloud-free image composite. Reference multispectral imagery from the first available year, typically 2000.1.55-1.75μmfirst_b70Landsat 7 band 7 (SWIR) cloud-free image composite. Reference multispectral imagery from the first available year, typically 2000.2.09-2.35μmlast_b30Landsat 7 band 3 (red) cloud-free image composite. Reference multispectral imagery from the last available year, typically the last year of the study period.0.63-0.69μmlast_b40Landsat 7 band 4 (NIR) cloud-free image composite. Reference multispectral imagery from the last available year, typically the last year of the study period.0.77-0.90μmlast_b50Landsat 7 band 5 (SWIR) cloud-free image composite. Reference multispectral imagery from the last available year, typically the last year of the study period.1.55-1.75μmlast_b70Landsat 7 band 7 (SWIR) cloud-free image composite. Reference multispectral imagery from the last available year, typically the last year of the study period.2.09-2.35μmdatamaskThree 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

lossyearYear 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.020

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.

1. “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

红黄部分为森林损失量