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Geoprocessing Services for the Estimation of Ecosystem Services Christine E. Blinn 1 , Randolph H. Wynne 1 , Valerie A. Thomas 1 , Paige M. Baldassaro 1 , Laura D. Roghair 1 , S. Seth Peery 1 , E.L. (Buck) Kline 2 , and Melanie Seigler 2 1 Virginia Tech 2 Virginia Department of Forestry

Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

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Page 1: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Geoprocessing Services for the Estimation of Ecosystem Services Christine E. Blinn1, Randolph H. Wynne1, Valerie A. Thomas1, Paige M. Baldassaro1, Laura D. Roghair1, S. Seth Peery1, E.L. (Buck) Kline2, and Melanie Seigler2 1 Virginia Tech 2 Virginia Department of Forestry

Page 2: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Ecosystem Services Calculators • Background • InFOREST – web application • MEASURES – geoprocessing services

- Air Quality - Biodiversity - Carbon Sequestration - Nutrient and Sediment Runoff - Open Lands

• Summary

Page 3: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Interdisciplinary Collaboration

• State, federal, and NGO interdisciplinary leadership team led by VDoF

• Multiple organizations at Virginia Tech: - Biological Systems Engineering - CEARS - Conservation Management Institute - Enterprise GIS - Forest Modeling Cooperative - Forest Resources & Environmental Conservation - Geospatial & Environmental Analysis Program

Page 4: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Background: Vision Web-based user

Interface

What-if?

Other Inputs

HUC/County Selection

Land Cover & Use

Land Management

Climate

Tract-scale Boundary or

Remote Sensing

Water

Carbon

Biodiversity

Air

Open Lands

Page 5: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

InFOREST Interface: inforest.frec.vt.edu

Page 6: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

InFOREST - Technical Details • Web application built with ArcGIS Server JavaScript API

• Geoprocessing and map services are ArcGIS Server 10.x REST services - Uses Python wrappers for legacy DLLs - Models used within GP services include i-Tree Eco, GWLF, FVS and FASTLOB

• Data resides in a fGDB on ArcGIS Server

Page 7: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

MEASURES- Geoprocessing Services

Page 8: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Air Quality • Inputs

- project area (drawn on map) or county/city (selected from map or drop-down list)

- changes to current and/or expected forest cover (deciduous and evergreen)

• Outputs - amount of each air pollutant, CO, SO2, O3, NO2, and PM10, removed by the current and expected forest cover (output from i-Tree Eco)

Page 9: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Air Quality - Interface

OR project area

OR draw a project area on the map

Page 10: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Air Quality – Chart Output

A decrease in forest area results from the proposed road project thus yielding a reduction in the pounds per year of each pollutant removed. Results for project area within Sussex County.

Page 11: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Air Quality – Report Output

Page 12: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Biodiversity • Inputs

- 6th level hydrologic unit (HU)/watershed or project area

- Select the wildlife database used in diversity calculations (both provided by the Virginia Dept. of Game & Inland Fisheries (VDGIF))

- Geographic Points: 332,844 wildlife sightings of 1163 unique species

- Biota of Virginia: includes above plus non-spatially referenced sightings of a total of 3319 unique species

- If desired, watershed for beta diversity

Page 13: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Biodiversity - Expected project area vegetation type

• Outputs - Alpha diversity (# of unique species) - Impact on alpha diversity from veg change - Beta diversity (between 2 HUs)

- Whittaker’s measure - Sorensen’s Similarity Index (0 to 1)

- Guild Diversity (Bird Response Guilds) - Warning if there are any species of concern within the HUs selected

Page 14: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Biodiversity - Interface

Page 15: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Biodiversity - Interface

Page 16: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Biodiversity – Report Header

Page 17: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Biodiversity – Alpha Diversity

Page 18: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Biodiversity – Alpha Diversity

Page 19: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Biodiversity – Beta Diversity

Page 20: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Biodiversity – Guild Diversity

Page 21: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Biodiversity – Guild Diversity

Page 22: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Carbon Sequestration • Inputs

- Stand size or draw a project area - Stand composition (hardwood, pine or mixed) which determines the model used

- Stand characteristics - Hardwood or mixed (FVS model):

- Basal area or dominant height - Pine (FASTLOB model):

- Site index or dominant height (pine) - Trees per acre - Stand age

Page 23: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Carbon Sequestration

- Basal area (optional) - Growth information (optional)

- Number of years to grow (both) - Fertilization (pine)

- Age at fertilization - Rate of nitrogen (lbs/ac) - Whether to apply phosphorus

- Thinning (pine) - Age at thinning - Row removal rate or thin to basal area

Page 24: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Carbon Sequestration

• Outputs - Metric tons of carbon dioxide equivalent sequestered within current and future stand (also includes removals if thin option selected, for pine only)

Page 25: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Carbon Sequestration - FVS

Page 26: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Carbon Sequestration - FASTLOB

Page 27: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Carbon Sequestration - FASTLOB

Page 28: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Carbon Sequestration – Chart 1

Page 29: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Carbon Sequestration - FVS

Page 30: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Carbon Sequestration – Chart 2

Page 31: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Carbon Sequestration - FASTLOB

Page 32: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Nutrient and Sediment Runoff

• Inputs - 6th level hydrologic unit (HU)/watershed or project area

- changes to 13 classes of current and/or expected land use/ land cover

• Outputs - Current and/or expected changes to watershed loads of nitrogen, phosphorus and sediment (lbs or tons/yr)

Page 33: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Nutrient and Sediment Runoff

OR project area

OR draw a project area on the map

Page 34: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Nutrient and Sediment Runoff

Page 35: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Nutrient and Sediment Runoff

Page 36: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Nutrient and Sediment Runoff

Page 37: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Nutrient and Sediment Runoff

Page 38: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Nutrient and Sediment Runoff

The nitrogen load increased significantly while the phosphorus and sediment loads decreased slightly.

Page 39: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Open Lands • Inputs

- Project area (drawn on map) - Classification system*

- Farmland or - Land capability

- Select classes of interest from above - Slope* cutoff value (selects any map unit > or = specified value)

* Based on SSURGO data

Page 40: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Open Lands • Outputs

- Area of AOI classified as Open - Area of AOI that meets user selected criteria (classification choices and slope)

- Area of AOI that meets user selected criteria and is classified as Open

- Area of AOI in each of 4 riparian buffers (35’, 50’, 100’, and 200’)

- Area within each riparian buffer that is open, other, selected, not selected, open selected or other selected

Page 41: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Open Lands - Interface

Page 42: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Open Lands - Interface

Page 43: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Open Lands – Chart 1 Output

Page 44: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Open Lands – Chart 2 Output

Page 45: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Open Lands – Report Output

Total area of AOI = 220.93

Page 46: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Open Lands – Report Output

Example report output with inaccurate numbers.

Page 47: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Open Lands – Report Output

Page 48: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Open Lands – Display Output

AOI is in red and open, riparian (200’) and selected area is in purple.

Page 49: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Summary

• Web-based calculators designed for use by land owners, land managers, and planners

• Both land use and land management scenarios supported

• Focus on tract-level information • Best-of-breed modular model approach • Could be expanded beyond Virginia

Page 50: Geoprocessing Services for the Estimation of Ecosystem ...proceedings.esri.com/library/userconf/proc14/papers/1022_431.pdf · •Background •InFOREST – web application •MEASURES

Questions? [email protected]