22
GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING Using GIS to Determine the Applicability of Green Stormwater Infrastructure

GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

  • Upload
    others

  • View
    7

  • Download
    0

Embed Size (px)

Citation preview

Page 1: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

Using GIS to Determine the Applicability of Green Stormwater Infrastructure

Page 2: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

GIS MODEL PURPOSE

■ The MACC, with funding from the Community Foundation of the Holland Zeeland Area, developed

a Green Stormwater Vision for the Macatawa Watershed in 2017. The vision includes information

about types of green stormwater infrastructure, relationships between water quality and

transportation, a brief discussion of economics, and a strategy to implement the vision.

■ As part of this vision, a GSI suitability GIS model for the watershed was developed

■ In 2019, the GIS process was repeated to include all of Ottawa and Allegan Counties

PROJECT BACKGROUND

■ Target GSI installation to specific parcels to direct funding to the areas where it will have the greatest

positive impact

■ Provide the results to local planning commissions, developers, and engineers to use as an initial

screening tool for the inclusion of GSI in projects

Page 3: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

GETTING STARTED

■ Reviewed and modified a GIS model completed for Berlin, MD

■ MACC model focuses on suitability for GSI involving infiltration

■ Criteria used in the MACC GIS analysis:

Hydrologic Soil Group

Natural Drainage Class

Slope

Lakes

Proximity to Structures

Link to study:

https://www.researchgate.net/publication/282230421_Creation_of_a_GIS_Based_Model_for_Determining_the_Suitability_of_Implementing_G

reen_Infrastructure_In_The_Town_Of_Berlin_Maryland

Page 4: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

GSI SUITABILITY SCORING SYSTEM

SUITABILITY LEVEL / SCORECRITERIA HIGH (3) MEDIUM (2) LOW (1) NOT SUITABLE (0)HYDROLOGIC SOIL

GROUPA B C or D N/A

NATURAL DRAINAGE

CLASS

• Excessively drained

• Somewhat excessively

drained

• Well drained

• Moderately well

drained

• Somewhat

poorly drained

• Poorly drained

• Very poorly drained

SLOPE 2-4.9% 5-8% 0-1.9% >8%

PROXIMITY TO

STRUCTURESN/A N/A N/A Building footprint

Features with high suitability were assigned a value of 3

Medium suitability a value of 2

Low suitability a value of 1

Not suitable a value of 0

Page 5: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

GSI SUITABILITY FORMULA

■ As the final step in this analysis, suitability will be determined at the parcel level using the

Raster Calculator, which adds together the scores of each overlapping raster layer in a cell

Hydrologic Soil Group Value + Drainage Class Value + Slope Value + Building Footprint Value + Lake Value

=

Green Infrastructure Suitability Score

Page 6: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

SYSTEM REQUIREMENTS

■ ArcGIS Desktop 10.6.1 +

■ Spatial Analyst extension

■ ArcGIS Online account

DATA REQUIREMENTS

LAYER DATA TYPE

Area of Interest (AOI) Boundary Shapefile

Hydrologic Soil Group and Drainage Class Raster Files from ArcGIS Online

Parcels Shapefile

Lakes Shapefile

Elevation or Slope LiDAR

Building Footprints (Optional) Shapefile

Page 7: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

DATA PREPARATION – HYDROLOGIC SOIL GROUP

■ ArcGIS Online - USA Soils Hydrologic Group

■ CLIP raster to your AOI

■ RESAMPLE to reduce the cell size to 4

■ RECLASSIFY according to suitability

Definitions Reclassification / Score

A = High Infiltration / Low Runoff 3 = High Suitability

B = Moderate Infiltration 2 = Medium Suitability

C = Slow Infiltration 1 = Low Suitability

D = Very Slow Infiltration 1 = Low Suitability

A/D, B/D, C/D 1 = Low Suitability

Page 8: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

Hydrologic Soil Group – Before Reclassification Hydrologic Soil Group – After Reclassification

Page 9: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

DATA PREPARATION – NATURAL DRAINAGE CLASS

■ ArcGIS Online – USA Soils Drainage Class

■ CLIP raster to your AOI

■ RESAMPLE to reduce the cell size to 4

■ RECLASSIFY according to suitability

Definitions Reclassification / Score

Excessively, Somewhat Excessively, and Well 3 = High Suitability

Moderately Well 2 = Medium Suitability

Somewhat Poorly and Poorly 1 = Low Suitability

Very Poorly 0 = Not Suitable

Page 10: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

Drainage Class – Before Reclassification Drainage Class – After Reclassification

Page 11: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

DATA PREPARATION - SLOPE

■ LiDAR data

■ Convert all layers to 4 foot resolution using RESAMPLE

■ Combine layers into one using MOSAIC TO NEW RASTER

■ CLIP new raster to AOI

■ Use SLOPE tool on output/clipped raster to get slope

■ RECLASSIFY slope according to suitability

Definitions Reclassification / Score

2 - 4.9% 3 = High Suitability

5 - 8% 2 = Medium Suitability

0 - 1.9% 1 = Low Suitability

> 8% 0 = Not Suitable

Page 12: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

Mosiac LiDAR Slope – After Reclassification

Page 13: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

DATA PREPARATION – EXCLUDING LAKES AND BUILDINGS■ UNION with AOI polygon

■ Open attribute table and select the line with the AOI and create layer from selected features

■ Alternatively, open edit session and delete lakes

■ Convert POLYGON TO RASTER

Page 14: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING
Page 15: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

RASTER CALCULATOR

■ Performs an addition function in each cell where raster files line up

■ If there is no data in one of the raster layers, then there is no data in the output

Page 16: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

Raster Calculator Output Raster Calculator Output – After Reclassification

Page 17: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

ZONAL STATISTICS

■ Use ZONAL STATISTICS to determine the average suitability score per parcel

■ Calculates the average of all raster cells within each parcel

■ RECLASSIFY

Page 18: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING
Page 19: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING
Page 20: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

PRIORITIZATION

■ Done separately from the suitability analysis

■ Which parcels are high priority?

– Government buildings, schools, churches

– Subwatershed

– Dependent on the organizations individual priorities and goals

Page 21: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

ADDITIONAL INFORMATION

■ Available on our website: http://www.the-

macc.org/stormwater/green-infrastructure-suitability/

■ Green Stormwater Infrastructure Suitability Analysis

instructional guide

■ Green Stormwater Vision

■ PDF maps of all Allegan / Ottawa County cities and

townships

Page 22: GREEN STORMWATER INFRASTRUCTURE SUITABILITY MAPPING

Contact Information:Mara Gericke

Assistant PlannerEmail: [email protected]