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MONITORING WILDLAND VEGETATION PHENOLOGY IN NEAR REAL TIME WITH PhenoMap Charlie Schrader-Patton [email protected] Geospatial Analyst/Developer RedCastle Resources, Inc. USDA Forest Service, Remote Sensing Applications Center Nancy Grulke [email protected] Center Director, Western Wildlands Environmental Threat Assessment Center USDA Forest Service, PNW Research Station google WWETACJuly 2017

MONITORING WILDLAND VEGETATION …...MONITORING WILDLAND VEGETATION PHENOLOGY IN NEAR REAL TIME WITH PhenoMapCharlie Schrader-Patton [email protected] Geospatial Analyst/Developer

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Page 1: MONITORING WILDLAND VEGETATION …...MONITORING WILDLAND VEGETATION PHENOLOGY IN NEAR REAL TIME WITH PhenoMapCharlie Schrader-Patton cschrader@fs.fed.us Geospatial Analyst/Developer

MONITORING WILDLAND VEGETATION PHENOLOGYIN NEAR REAL TIME WITH PhenoMap

Charlie [email protected]

Geospatial Analyst/DeveloperRedCastle Resources, Inc.

USDA Forest Service, Remote Sensing Applications Center

Nancy [email protected]

Center Director,Western Wildlands Environmental Threat Assessment Center

USDA Forest Service, PNW Research Station

google ‘WWETAC’July 2017

Page 2: MONITORING WILDLAND VEGETATION …...MONITORING WILDLAND VEGETATION PHENOLOGY IN NEAR REAL TIME WITH PhenoMapCharlie Schrader-Patton cschrader@fs.fed.us Geospatial Analyst/Developer

• WWETAC’s web-based wildland vegetation phenology tool (PhenoMap) provides weekly updates of the change in vegetation (‘green-up’, peak greenness, ‘brown-down’).

• PhenoMap is based on multispectral satellite imagery (MODIS) obtained from the USGS. The resolution is 15 acres and the extent is the conterminous US.

• PhenoMap can provide information to aid in managing a wide array of resources – range, wildlife, invasive species, seed collection, application of biocontrols.

Page 3: MONITORING WILDLAND VEGETATION …...MONITORING WILDLAND VEGETATION PHENOLOGY IN NEAR REAL TIME WITH PhenoMapCharlie Schrader-Patton cschrader@fs.fed.us Geospatial Analyst/Developer

Monitoring vegetation condition…..from space

Satellite data can be used to monitor vegetation over large areas.

This information can be used to tell us when vegetation “green up” has occurred in spring, and when the growing season is over in the fall.

‘Greenness’ will be measured with the Normalized Differential Vegetation Index (NDVI) using the red and near-infrared wavelengths

“green up”

“brown down”“green-up”

USDA Forest Service Western Wildlands Environmental Threat Assessment CenterPrineville, OR

Page 4: MONITORING WILDLAND VEGETATION …...MONITORING WILDLAND VEGETATION PHENOLOGY IN NEAR REAL TIME WITH PhenoMapCharlie Schrader-Patton cschrader@fs.fed.us Geospatial Analyst/Developer

ND

VI V

alu

e (G

reen

nes

s)

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec

How do we estimate the ‘greenness status’ of each pixel?

Midpoint between Max and Min NDVI

Max NDVI

Min NDVI

X

X

X X

Two methods:

1. Ratio of the current NDVI to the historical midpoint

2. Ratio of the current NDVI value to the historical maximum

“brown down”“green up”

Page 5: MONITORING WILDLAND VEGETATION …...MONITORING WILDLAND VEGETATION PHENOLOGY IN NEAR REAL TIME WITH PhenoMapCharlie Schrader-Patton cschrader@fs.fed.us Geospatial Analyst/Developer

PhenoMap web mapping application

Phenology raster layers produced and updated weekly (Friday)..

Page 6: MONITORING WILDLAND VEGETATION …...MONITORING WILDLAND VEGETATION PHENOLOGY IN NEAR REAL TIME WITH PhenoMapCharlie Schrader-Patton cschrader@fs.fed.us Geospatial Analyst/Developer

PhenoMap web mapping application

…along with National Weather Service observed precipitation estimates….

Page 7: MONITORING WILDLAND VEGETATION …...MONITORING WILDLAND VEGETATION PHENOLOGY IN NEAR REAL TIME WITH PhenoMapCharlie Schrader-Patton cschrader@fs.fed.us Geospatial Analyst/Developer

PhenoMap web mapping application

…the US Drought Monitor..

Page 8: MONITORING WILDLAND VEGETATION …...MONITORING WILDLAND VEGETATION PHENOLOGY IN NEAR REAL TIME WITH PhenoMapCharlie Schrader-Patton cschrader@fs.fed.us Geospatial Analyst/Developer

PhenoMap web mapping application

..and US NPN Growing Degree-Day.

Page 9: MONITORING WILDLAND VEGETATION …...MONITORING WILDLAND VEGETATION PHENOLOGY IN NEAR REAL TIME WITH PhenoMapCharlie Schrader-Patton cschrader@fs.fed.us Geospatial Analyst/Developer

PhenoMap web mapping application

Reference data (allotments, federal lands) provided to focus phenology observations.

Page 10: MONITORING WILDLAND VEGETATION …...MONITORING WILDLAND VEGETATION PHENOLOGY IN NEAR REAL TIME WITH PhenoMapCharlie Schrader-Patton cschrader@fs.fed.us Geospatial Analyst/Developer

• PhenoMap tools and features:

– Swipe between layers

– Add your local data

– Change basemaps, layers on/off

– Measure, print, bookmark

Page 11: MONITORING WILDLAND VEGETATION …...MONITORING WILDLAND VEGETATION PHENOLOGY IN NEAR REAL TIME WITH PhenoMapCharlie Schrader-Patton cschrader@fs.fed.us Geospatial Analyst/Developer

We need your help!

Explore the phenology data and let us know how well it describes vegetation green-up and senescence in your area. Do you have calibration data that we could use to test PhenoMap?

CONUS PhenoMap

Let us know how we can improve this tool to help you do your job/research…

Charlie Schrader-Patton [email protected] Analyst/DeveloperRedCastle Resources, Inc.USDA Forest Service Remote Sensing Applications Center

Nancy [email protected] DirectorUSDA Forest Service Western Wildands Environmental Threat Assessment Center

USDA Forest Service Western Wildlands Environmental Threat Assessment CenterPrineville, OR - http://www.fs.fed.us/wwetac/