Vegetation Drought Response Index (VegDRI)

EricRJensen commented 3 months ago

Contact Details

Contact the Climate Engine team at climateengine@gmail.com

Dataset description

Description The Vegetation Drought Response Index (VegDRI) is a weekly geospatial model that depicts drought stress on vegetation within the conterminous United States. The development of the VegDRI drought-monitoring tool was a collaborative effort by scientists at the USGS EROS Center, the National Drought Mitigation Center (NDMC) at the University of Nebraska, and the High Plains Regional Climate Center (HPRCC).

VegDRI methodology integrates remote sensing data from NASA’s Moderate Resolution Imaging Spectroradiometer (MODIS) sensor on the Terra platform with climate and biophysical data to create a seamless product with a 1 km spatial resolution.

The satellite components related to general vegetation conditions are Percent Annual Seasonal Greenness (PASG) and Start of Season Anomaly (SOSA) data. PASG is calculated weekly from eMODIS Normalized Difference Vegetation Index (NDVI) composites.

The climate-based drought data include the Palmer Drought Severity Index (PDSI) and weekly Standardized Precipitation Index (SPI) data from the HPRCC. Climate data identify areas that are experiencing dryness to help distinguish vegetation stress due to drought.

The biophysical characteristics of the environment are derived from land use/land cover, soil available water capacity, ecological setting, irrigation status, and elevation data. Environmental stressors such as land use change, soil conditions, pest infestations, disease, hail, flooding, or fire can also influence vegetation conditions.

This integrated approach considers climate and biophysical conditions to determine the cause of vegetation stress. This information is incorporated into the calculation of VegDRI to create an easy to interpret, color-coded map of drought stress on vegetation. Drought-monitoring maps are produced every week using the latest information and are usually posted each Monday by 10:30 a.m. CT.

Spatial extent: Conterminous United States Spatial resolution: 1000m Temporal resolution: Weekly Time span: 2009-04-22 to present Update frequency: Weekly on Monday by 10:30 a.m. CT

Variables VegDRI (‘vegdri’)

Units: Unitless
Offset: -128 (see sample script)
Scale factor: 0.0625 (see sample script)
Values provided as 8-bit integers that can be scaled to range consistent with Palmer Drought Severity Index Water (‘water’)
Units: Unitless
Scale factor: 1.0
Binary mask of water Out-of-Season (‘out_of_season’)
Units: Unitless
Scale factor: 1.0
Binary mask of out-of-season (see documentation for more information)

External links https://vegdri.unl.edu/Home.aspx https://www.usgs.gov/centers/eros/science/usgs-eros-archive-vegetation-monitoring-vegetation-drought-response-index

Citation Brown, J. F., Wardlow, B. D., Tadesse, T., Hayes, M. J., & Reed, B. C. (2008). The Vegetation Drought Response Index (VegDRI): A New Integrated Approach for Monitoring Drought Stress in Vegetation. GIScience & Remote Sensing, 45(1), 16–46. https://doi.org/10.2747/1548-1603.45.1.16

Link to Documentation https://support.climateengine.org/article/141-vegdri

Earth Engine Snippet if dataset already in GEE

// Import VegDRI
var vegdri_ic = ee.ImageCollection('projects/climate-engine-pro/assets/ce-veg-dri')
var vegdri_i = vegdri_ic.first()
print(vegdri_i)

// Link to methods webpage: https://www.usgs.gov/special-topics/monitoring-vegetation-drought-stress/science/methods-vegdri
// Link to EROS page: https://www.usgs.gov/centers/eros/science/usgs-eros-archive-vegetation-monitoring-vegetation-drought-response-index

// VegDRI data are stored as 8-bit integer data and can be scaled into the values below
// Drought categories from EROS page
// Category           Bitmap      PDSI vals
// Extreme drought:   001-064     -7.9375 - -4.0000
// Severe drought:    065-080     -3.9375 - -3.0000
// Moderate drought:  081-096     -2.9375 - -2.0000
// Abnormally dry:    097-112     -1.9375 - -1.0000
// Near normal:       113-160     -0.9375 - 2.0000
// Abnormally wet:    161-176     2.0625 - 3.0000
// Moderately wet:    177-192     3.0625 - 4.0000
// Extremely wet:     193-255     4.0625 - 7.7500
// Water:                 253
// Out of season:         254
// Other landcover:       255

// Function to apply stretch to make consistent with values above
function scale_vegdri(img){

  // Select vegdri band and scale to PDSI range.
  var vegdri_scale = img.select('vegdri')
              .subtract(128) // convert to signed 8-bit integer
              .divide(16) // scale to PDSI range
              .rename('vegdri_scale') // rename image
  return img.addBands(vegdri_scale)
}
vegdri_ic = vegdri_ic.map(scale_vegdri)
print(vegdri_ic)

// VegDRI color palette
var vegdri_palette = ["#720206", "#cb3121", "#e36b09", "#fee301", "#ffffff", "#ffffff", "#ffffff", "#88f9c7", "#53c285", "#2b8032"]

// Select individual image and apply to map
var vegdri_i = vegdri_ic.first()
Map.addLayer(vegdri_i.select('vegdri_scale'), {min: -5, max: 5, palette: vegdri_palette}, 'VegDRI')
Map.addLayer(vegdri_i.select('out_of_season'), {min:254, max:254, palette: ['878787']}, 'VegDRI Out-of-Season')
Map.addLayer(vegdri_i.select('water'), {min:253, max:253, palette: ['0000FF']}, 'Water')

Enter license information

USGS-authored or produced data and information are considered to be in the U.S. Public Domain.

Keywords

drought, climate, remote sensing, modis, pdsi, conus, united states

Code of Conduct

[X] I agree to follow this project's Code of Conduct

samapriya commented 3 months ago

Are you sure these are publicly shared projects/climate-engine-pro/assets/ce-veg-dri

ImageCollection asset 'projects/climate-engine-pro/assets/ce-veg-dri' not found (does not exist or caller does not have access).

EricRJensen commented 3 months ago

Apologies, you are correct. I just made them public now.

Eric

On May 16, 2024, at 8:40 AM, Samapriya Roy @.***> wrote:

Are you sure these are publicly shared projects/climate-engine-pro/assets/ce-veg-dri

ImageCollection asset 'projects/climate-engine-pro/assets/ce-veg-dri' not found (does not exist or caller does not have access). — Reply to this email directly, view it on GitHub https://github.com/samapriya/awesome-gee-community-datasets/issues/244#issuecomment-2115437632, or unsubscribe https://github.com/notifications/unsubscribe-auth/AH5RYNKZBOFO23DOK7B6TQTZCTAPJAVCNFSM6AAAAABHL4KL62VHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDCMJVGQZTONRTGI. You are receiving this because you authored the thread.

samapriya commented 3 months ago

This has now been completed and will be available this week. Thank you for contributing as always :)

samapriya / awesome-gee-community-datasets