Municipal Tree Inventory using Low Carbon Footprint Remote Sensing Technology at the City of Vaughan. Esri Canada 2017 October 18 th, 2017

Size: px
Start display at page:

Download "Municipal Tree Inventory using Low Carbon Footprint Remote Sensing Technology at the City of Vaughan. Esri Canada 2017 October 18 th, 2017"

Transcription

1 Municipal Tree Inventory using Low Carbon Footprint Remote Sensing Technology at the City of Vaughan Monica Silva Asset Management Specialist Greg Czajko Systems Analyst/ Project Leader (GIS) Esri Canada 2017 October 18 th, 2017

2 Tree Replacement A Strategic Priority for the City Identified as a Term of Council Priority Re-establish the urban tree canopy Capital Budget $2.5M - Operating Budget $1.8M Estimated Tree Deficit = 21,600 trees

3 Tree Value Benefits Air Quality Improvement Energy Savings Real Estate CO2 Reduction $500 What is the value of a mature tree?

4 Benefits of a Detailed Tree Inventory Public Engagement & Customer Service Accurate Reporting, Planning & Budgeting Carbon Sequestration Analysis Cap & Trade Opportunities (Credits)

5 Attributes Required for a Detailed Inventory Desired attribute data: - Photo of Tree - Location by Street Name - Tree Species - Tree Form - Tree Height - Crown Diameter - DBH (Diameter at Breast Height) - DSH - Tree Health - Tree Structure (CI) - Removal or Rehabilitation Type - Diseases/ Pathogens - Endangered Species - Risk Factors - Gross Volume - CO2 Sequestration - GPS Coordinates

6 Data Collection Methods Attributes 22+ Time On-Ground Two Growing Seasons Accuracy* 90-95% Data Storage & Requirements Low Cost ($ Per Tree)

7 Data Collection Methods On-Ground Remote Sensing Attributes Time Two Growing Seasons One Growing Season Accuracy* 90-95% 85-95% Data Storage & Requirements Low medium Cost ($ Per Tree)

8 Data Collection Methods On-Ground Remote Sensing LIDAR Attributes (Hard to identify tree species) Time Two Growing Seasons One Growing Season One Growing Season Accuracy* 90-95% 85-95% 85-95% Data Storage & Requirements Low medium high Cost ($ Per Tree)

9 Data Collection Methods On-Ground Remote Sensing LIDAR Attributes (Hard to identify tree species) Time Two Growing Seasons One Growing Season One Growing Season Accuracy* 90-95% 85-95% 85-95% Data Storage & Requirements Low medium high Cost ($ Per Tree)

10 Attributes Collected - Tree Species - Tree Form - Tree Height - Basic Tree Health - Crown Diameter - DBH (Diameter at Breast Height) - DSH - CO2 Sequestration - GPS Coordinates - Photo of Tree - Location by Street Name - Detailed Tree Health - Tree Age - Removal or Rehabilitation - Diseases/ - Pathogens - Endangered Species - Risk Factors - Gross Volume - Tree Structure Condition

11 Remote Sensing Approach 1 Ortho Image

12 Remote Sensing Approach

13 Remote Sensing Approach

14 Remote Sensing Approach

15 Remote Sensing Approach

16 Remote Sensing Approach

17 Attribute Data

18 Methods to Display Data Deciduous Irregular Deciduous Circular Conifer Irregular Conifer Circular

19 Aerial Imagery Distortion

20 3D vs. Ortho Image vs. Street View

21 15cm Ortho 5cm Ortho 275KB 465KB er er.32 sec 1.42 sec

22 Storage 5cm 15cm Geographic Size 67,786 acres (approx. 18km x 14km) 67,786 acres (approx. 18km x 14km) Uncompressed 885 GB (9.3x) 95 GB Compressed 695 GB (9.3x) 75 GB TIFF tile image 1.57 GB (12x) 130 MB

23 Esri Mosaic Dataset (as of v10) Folder with Rasters (TIFF) Geodatabase SDE (ORACLE) Create Mosaic Dataset Tools Mosaic Dataset Mosaicked Images

24 Storage Network Desktop Flash cache Win 2008 R2 File Cluster 500GB 10GbE server connection using SMLT 1GbE connection

25 5cm Orthophotography LIVE Demo Vaughan Maps Internal corporate Geocortex site via MS Direct Access LIVE DEMO VIDEO IN CASE OF EMERGENCY BREAK GLASS

26 Tree Condition (Health) Analysis Staff are no longer required to assess the canopy in the field we now pinpoint trouble areas. Dying or Dead Tree Requires Maintenance Healthy

27 Lessons Learned What would you do differently? - Don t expect tree crown to align - Data is massive, be prepared to manipulate, manage and update data on an on going basis

28 Future Plans R&B Cormier will be providing Vaughan training and services to keep their tree and forest inventories in constant updates using PurView stereo image analysis and change detection Phase 2 Capturing Parks, Open Spaces and Woodlots

29 Future Opportunities Change Monitoring

30 2015 Esri Canada Limited. All rights reserved. Trademarks provided under license from Environmental Systems Research Institute, Inc. Other product and company names mentioned herein may be trademarks or registered trademarks of their respective owners. Errors and omissions excepted.

31

Why We Chose Aerial Imagery to Manage our Trees

Why We Chose Aerial Imagery to Manage our Trees Monica Silva The City of Vaughan, Asset Management Specialist Why We Chose Aerial Imagery to Manage our Trees City of Vaughan Population: 325,000 Roads: 832km Land Area: 27,000 Ha Street Trees: ~160-180K

More information

The Digital Forest. Geospatial Technologies in Urban Forest Management. Justin Morgenroth New Zealand School of Forestry University of Canterbury

The Digital Forest. Geospatial Technologies in Urban Forest Management. Justin Morgenroth New Zealand School of Forestry University of Canterbury The Digital Forest Geospatial Technologies in Urban Forest Management Justin Morgenroth New Zealand School of Forestry University of Canterbury Why Measure a Tree? Determine annual growth Determine value

More information

Roadmap to Tree Planting

Roadmap to Tree Planting 1 Urban Renewal Roadmap to Tree Planting A New Innovative Approach to an Old Problem Quality of Life Committee December 9, 2008 Credits: Morgan Grove (USFS), Jarlath O Neil-Dunne (University of Vermont),

More information

Forest Assessments with LiDAR: from Research to Operational Programs

Forest Assessments with LiDAR: from Research to Operational Programs Forest Assessments with LiDAR: from Research to Operational Programs David L. Evans Department of Forestry Forest and Wildlife Research Center Mississippi State University Forest Remote Sensing: Then and

More information

FIG2006 Automated Road Sign Inventory Solution. Presenter: : Claude Laflamme Director of R&D

FIG2006 Automated Road Sign Inventory Solution. Presenter: : Claude Laflamme Director of R&D FIG2006 Automated Road Sign Inventory Solution Presenter: : Claude Laflamme Director of R&D PRESENTATION OVERVIEW Geo-3D Introduction System components Data Extraction Detection Recognition Results Applications

More information

Integrating GIS Data and Management Systems to Assess Urban Forest Ecosystems

Integrating GIS Data and Management Systems to Assess Urban Forest Ecosystems Integrating GIS Data and Management Systems to Assess Urban Forest Ecosystems Introduction: Deborah Sheeler GIS Supervisor Software Solution: ArcPad Custom Field Collection Program William Ayersman GIS

More information

Introduction to ArcGIS for Situational Awareness. Bruce Robinson

Introduction to ArcGIS for Situational Awareness. Bruce Robinson Introduction to ArcGIS for Situational Awareness Bruce Robinson Overview Complete out-of-the-box Data fusion & management capability Serve data to other mapping packages 2D & 3D GIS viewers Applications

More information

LiDAR based sampling for subtle change, developments, and status

LiDAR based sampling for subtle change, developments, and status LiDAR based sampling for subtle change, developments, and status Erik Næsset Norwegian University of Life Sciences, Norway 2111 2005 Conclusions: 1. LiDAR is an extremely precise tool for measuring forest

More information

INVENTORY? - MEASUREMENTS & - BASIC STATISTICS ARE IMPORTANT FOR PRUDENT FOREST MANAGEMENT

INVENTORY? - MEASUREMENTS & - BASIC STATISTICS ARE IMPORTANT FOR PRUDENT FOREST MANAGEMENT INVENTORY? - MEASUREMENTS & - BASIC STATISTICS ARE IMPORTANT FOR PRUDENT FOREST MANAGEMENT BY BALOZI AND JARNO Contents What is ArboLiDAR? Input data Sampling and field work Automatic stand segmentation

More information

Serving raster data through enterprise systems USDA Forest Service. Esri conference July 23 rd, Dave Vanderzanden

Serving raster data through enterprise systems USDA Forest Service. Esri conference July 23 rd, Dave Vanderzanden Serving raster data through enterprise systems USDA Forest Service Esri conference July 23 rd, 2015 Dave Vanderzanden Enterprise Data and Services Program Leader 801-975-3753 dvanderzanden@fs.fed.us Remote

More information

Carbon Offsets & Urban Forests

Carbon Offsets & Urban Forests Carbon Offsets & Urban Forests U.S. Department of Agriculture Pacific Southwest Research Station Science that makes a difference Greg McPherson Urban Ecosystems & Social Dynamics, Davis, CA Streamlining

More information

Using Imagery and LiDAR for cost effective mapping and analysis for timber and biomass inventories

Using Imagery and LiDAR for cost effective mapping and analysis for timber and biomass inventories Using Imagery and LiDAR for cost effective mapping and analysis for timber and biomass inventories Mark Meade: CTO Photo Science Mark Milligan: President LandMark Systems May 2011 Presentation Outline

More information

Table of Contents. Page 1 of 15

Table of Contents. Page 1 of 15 Table of Contents 1. Introduction... 3 2. Steps of Lidar Tree Crown Identification Accuracy Analysis... 4 2.1 Ground Truthing Field Work... 4 2.2 Lidar Tree Crown Identification Accuracy Analysis and Algorithm

More information

Take Your CAMA to the Next Level

Take Your CAMA to the Next Level ASSESSMENT Assessment Analyst Take Your CAMA to the Next Level A trend of new construction and increasing property counts across the country are placing greater expectations on assessment agencies than

More information

Performing Cost Effective Asset Management Inventories Utilizing GIS. Steve Tyler, Public Works Superintendent Mark Dumford, Consultant

Performing Cost Effective Asset Management Inventories Utilizing GIS. Steve Tyler, Public Works Superintendent Mark Dumford, Consultant Performing Cost Effective Asset Management Inventories Utilizing GIS Steve Tyler, Public Works Superintendent Mark Dumford, Consultant Town of Atherton South San Mateo County 5 square miles Approximately

More information

THE URBAN FOREST AND URBAN LIVEABILITY

THE URBAN FOREST AND URBAN LIVEABILITY THE URBAN FOREST AND URBAN LIVEABILITY The Melbourne Experience Ian Shears Manager, Urban Landscapes 5 th Healthy Cities Conference, Geelong 2012 Future Melbourne Community Plan Future Melbourne Community

More information

Urban Tree Planting Quantification Guidance

Urban Tree Planting Quantification Guidance Urban Tree Planting Quantification Guidance May 2016 1 Introduction... 2 2 Reporting Requirements for Urban Forest Carbon Pools... 2 3 Methodology for Estimating CO 2 e in Urban Tree Planting Projects...

More information

An Assessment of Tree Canopy and Canopy Change in the City of Charlottesville, VA

An Assessment of Tree Canopy and Canopy Change in the City of Charlottesville, VA An of Tree Canopy Canopy Change in the City of Charlottesville, VA A Presentation of, Findings Results February 24, 2016 Presented By: Chris Peiffer, Manager, www.planitgeo.com info@planitgeo.com 1 TONIGHT

More information

Scion overview. Michael Watt, Research Leader, Scion

Scion overview. Michael Watt, Research Leader, Scion Scion from the air UAV July 2015 Michael Watt, Research Leader, Scion SCION: a New Zealand Crown Research Institute for Forestry, wood product and wood-derived materials Scion overview 1 Scion profile

More information

Forest data services of the Finnish Forest Centre. Juho Heikkilä, Chief Forest Data Specialist, Lic.Sc. (For.) Lahti, Finland, May 31, 2017

Forest data services of the Finnish Forest Centre. Juho Heikkilä, Chief Forest Data Specialist, Lic.Sc. (For.) Lahti, Finland, May 31, 2017 Forest data services of the Finnish Forest Centre Juho Heikkilä, Chief Forest Data Specialist, Lic.Sc. (For.) Lahti, Finland, May 31, 2017 Finland - the most forested land in Europe The population of Finland

More information

Street and Park Tree Inventories - How It Improves Pest Management

Street and Park Tree Inventories - How It Improves Pest Management Street and Park Tree Inventories - How It Improves Pest Management Kamie Long Colorado State Forest Service Assistant District Forester - Grand Junction District Kamie.Long@ColoState.edu or 970-248-7325

More information

Asset Management and Data Collection using Digital Video / GPS Data Extraction Techniques

Asset Management and Data Collection using Digital Video / GPS Data Extraction Techniques Asset Management and Data Collection using Digital Video / GPS Data Extraction Techniques TRB 6 th National Conference on Transportation Asset Management Kansas City, Missouri November 2, 2005 Presentation

More information

GEOMEDIA. 3 GEOMEDIA Flexible & Dynamic GIS Management

GEOMEDIA. 3 GEOMEDIA Flexible & Dynamic GIS Management PRODUCT BROCHURE GEOMEDIA FLEXIBLE & DYNAMIC GIS MANAGEMENT GEOMEDIA Maps present data visually, allowing people to infer information about their subjects. Making the information-gathering process easier

More information

1. Is tree cover significantly less in Priority Investment Neighborhoods (PINs) than non-pins? Figure A-1.

1. Is tree cover significantly less in Priority Investment Neighborhoods (PINs) than non-pins? Figure A-1. This report supports the growing body of research that demonstrates the link between socioeconomic indicators and tree cover. A matched pairs design controlling for urban form showed a stratified spatial

More information

Predicting productivity using combinations of LiDAR, satellite imagery and environmental data

Predicting productivity using combinations of LiDAR, satellite imagery and environmental data Date: June Reference: GCFF TN - 007 Predicting productivity using combinations of LiDAR, satellite imagery and environmental data Author/s: Michael S. Watt, Jonathan P. Dash, Pete Watt, Santosh Bhandari

More information

The Washington Hardwoods Commission. Presents: A Hardwood Resource Assessment for Western Washington

The Washington Hardwoods Commission. Presents: A Hardwood Resource Assessment for Western Washington The Washington Hardwoods Commission Presents: A Hardwood Resource Assessment for Western Washington June, 2002 Abstract This project used Landsat TM images for mapping current forest distribution across

More information

So I just gave an overview of i-tree and more specifically, i-tree Eco. Now, let s get into the nuts and bolts of how to prepare for an Eco project.

So I just gave an overview of i-tree and more specifically, i-tree Eco. Now, let s get into the nuts and bolts of how to prepare for an Eco project. So I just gave an overview of i-tree and more specifically, i-tree Eco. Now, let s get into the nuts and bolts of how to prepare for an Eco project. 1 This presentation walks you through the process of

More information

EMERALD ASH BORER MANAGEMENT PLAN

EMERALD ASH BORER MANAGEMENT PLAN EMERALD ASH BORER MANAGEMENT PLAN FOR THE CITY OF DODGEVILLE PREPARED MARCH, 2014 BY: GREG LEE TABLE OF CONTENTS EXECUTIVE SUMMARY PAGE 3 PLAN ADMINISTRATION PAGE 4 PURPOSE PAGE 4 WHAT IS THE EMERALD ASH

More information

Leveraging GIS to Improve Operations and Asset Management Lifecycle

Leveraging GIS to Improve Operations and Asset Management Lifecycle Leveraging GIS to Improve Operations and Asset Management Lifecycle Gabriel Borroni Joel Gladfelter ESRI AEC Summit 2014 San Diego, CA Asset Management Inventory Control Maintenance Management Scheduling/

More information

Tree Unit Replacement Proposal. DRAFT by Julie Weinstein

Tree Unit Replacement Proposal. DRAFT by Julie Weinstein Tree Unit Replacement Proposal DRAFT by Julie Weinstein Background Our recommendations to the Board of Trustees regarding revisions to the tree ordinance included implementing site replacement standards

More information

Afforestation/Reforestation Afforestation/Reforestation Clean Development Mechanism Projects in Uttar Pradesh State August

Afforestation/Reforestation Afforestation/Reforestation Clean Development Mechanism Projects in Uttar Pradesh State August Afforestation/Reforestation Clean Development Mechanism Projects in Uttar Pradesh State August 9, 2014 Suresh Chauhan TERI, New Delhi Presentation outlines 1. Guidelines for preparing Project Design Document

More information

A web GIS Application for Project Tracking and Production Monitoring

A web GIS Application for Project Tracking and Production Monitoring A web GIS Application for Project Tracking and Production Monitoring Xinsheng (Kevin) Zhang & Rob Tubello EarthData International 7320 Executive Way, Frederick, MD 21704 Abstract Using ESRI ArcIMS, ArcSDE,

More information

A Report on the City of Lexington s Existing and Possible Urban Tree Canopy

A Report on the City of Lexington s Existing and Possible Urban Tree Canopy A Report on the City of Lexington s Existing and Possible Urban Tree Canopy Project Background Key Terms The analysis of Lexington s urban tree canopy (UTC) was carried out at the request of the Virginia

More information

David J. Nowak USDA Forest Service

David J. Nowak USDA Forest Service David J. Nowak USDA Forest Service Overview What is i-tree Eco? Background & Methods Project Steps Putting i-tree Eco to work Questions & Answers Assessing Urban Tree Populations i-tree Eco assesses: Structure

More information

Evaluation of forest function using GIS data generated by LiDAR data UC th July 2014 ASIA AIR SURVEY Katsumasa OONO

Evaluation of forest function using GIS data generated by LiDAR data UC th July 2014 ASIA AIR SURVEY Katsumasa OONO Evaluation of forest function using GIS data generated by LiDAR data UC644 15 th July 2014 ASIA AIR SURVEY Katsumasa OONO Back Ground & purpose In Japan, the Regional Forest Plan is planed every five year.

More information

Presented by John Hudler Geospatial Group Leader Office of Transportation Data Georgia Department of Transportation

Presented by John Hudler Geospatial Group Leader Office of Transportation Data Georgia Department of Transportation Presented by John Hudler Geospatial Group Leader Office of Transportation Data Georgia Department of Transportation Collection, Quality Assurance and Reporting of the States roadway and transportation

More information

GIS & ASSET MANAGEMENT SERVICES

GIS & ASSET MANAGEMENT SERVICES GIS & ASSET MANAGEMENT SERVICES TECHNOLOGY CONSULTING Accessibility to data no matter the industry or location is critical to maintaining efficiency, accuracy and the ability to keep business flowing.

More information

GIS Portal as One Stop Services Tool PERTAMINA HULU MAHAKAM. Presented at Esri Global Petroleum GIS Conference Houston, Texas May 10, 2018

GIS Portal as One Stop Services Tool PERTAMINA HULU MAHAKAM. Presented at Esri Global Petroleum GIS Conference Houston, Texas May 10, 2018 GIS Portal as One Stop Services Tool Presented at Esri Global Petroleum GIS Conference Houston, Texas May 10, 2018 Novandy Ritung PERTAMINA HULU MAHAKAM Background Pertamina Hulu Mahakam is one subsidiary

More information

Forest vector of development of DPW Photomod

Forest vector of development of DPW Photomod «Lesproekt», LLC Forest vector of development of DPW Photomod FROM IMAGERY TO MAP: digital photogrammetric technologies 17th International Scientific and Technical Conference October 16-19, 2017 Hadera,

More information

Goal of project Importance of work Software and processes Methods Results and discussion Strengths and limitations Conclusions 3/11/2010

Goal of project Importance of work Software and processes Methods Results and discussion Strengths and limitations Conclusions 3/11/2010 Presented by Joey Roberts and James Bradd Goal of project Importance of work Software and processes Methods Results and discussion Strengths and limitations Conclusions 1 Test hypothesis that the distribution

More information

Use of Aerial Digital Imagery to Measure the Impact of Selective Logging on Carbon Stocks of Tropical Forests in the Republic of Congo

Use of Aerial Digital Imagery to Measure the Impact of Selective Logging on Carbon Stocks of Tropical Forests in the Republic of Congo Report submitted to the United States Agency for International Development Cooperative Agreement No. EEM-A-00-03-00006-00 Use of Aerial Digital Imagery to Measure the Impact of Selective Logging on Carbon

More information

Enhanced Forest Inventory A case study in the Alberta foothills

Enhanced Forest Inventory A case study in the Alberta foothills Enhanced Forest Inventory A case study in the Alberta foothills Roger Whitehead & Jim Stewart CFS, Canadian Wood Fibre Centre Glenn Buckmaster West Fraser Mills, Hinton Wood Products Mike Wulder, Joanne

More information

Deploying Mobile Solutions Agenda. Quick Overview on Strategy Walk thru of Mobile Apps Deploying Mobile Apps

Deploying Mobile Solutions Agenda. Quick Overview on Strategy Walk thru of Mobile Apps Deploying Mobile Apps Deploying Mobile Solutions Agenda Quick Overview on Strategy Walk thru of Mobile Apps Deploying Mobile Apps ArcGIS Apps Making mapping and location aware apps available across your organization Knowledge

More information

ASSESSING THE STRUCTURE OF DEGRADED FOREST USING UAV

ASSESSING THE STRUCTURE OF DEGRADED FOREST USING UAV ASSESSING THE STRUCTURE OF DEGRADED FOREST USING UAV STUDY CASE IN YUNGAS CLOUD FOREST, NORTH ARGENTINA Fernando Rossi 1, Andreas Fritz 2, Gero Becker 1, Barbara Koch 2 Albert-Ludwigs-Universität Freiburg

More information

BUILDING AN OPEN SOURCE WEBGIS FOR FOREST DYNAMICS PLOTS

BUILDING AN OPEN SOURCE WEBGIS FOR FOREST DYNAMICS PLOTS BUILDING AN OPEN SOURCE WEBGIS FOR FOREST DYNAMICS PLOTS Jihn-Fa JAN (Taiwan) Associate Professor, Department of Land Economics National Chengchi University 64, Sec. 2, Chih-Nan Road, Taipei 116, Taiwan

More information

Supporting Online Material for

Supporting Online Material for www.sciencemag.org/cgi/content/full/318/5853/1107/dc1 Supporting Online Material for Hurricane Katrina s Carbon Footprint on U.S. Gulf Coast Forests Jeffrey Q. Chambers,* Jeremy I. Fisher, Hongcheng Zeng,

More information

UTC Assessments. Technology + Planning + Community

UTC Assessments. Technology + Planning + Community UTC Assessments = Technology + Planning + Community Achieve a common understanding of their scope and effects Begin a dialogue with collaborators to maximize their potential Identify driving initiatives

More information

Tree Risk Assessment: Executive Summary

Tree Risk Assessment: Executive Summary Tree Risk Assessment: Executive Summary Prepared For: Randy Lawrence Public Works Director Nichols Hills Public Works (405) 843-5222 RLAWRENCE@NICHOILSHILLS.NET Prepared By: Mark Bays Riley Coy Urban Forestry

More information

Urban Forest Management Quantification Guidance

Urban Forest Management Quantification Guidance Urban Forest Management Quantification Guidance April 2019 Abbreviations and Acronyms... 1 1 Introduction... 2 2 Reporting Metrics for Urban Forest Carbon Pools... 2 3 Methodologies for Estimating Current

More information

Table 1. Species, condition, diameter and status of trees at 1375 Clyde Avenue. Tree No. DBH 1 (cm)

Table 1. Species, condition, diameter and status of trees at 1375 Clyde Avenue. Tree No. DBH 1 (cm) P.O. Box 13593, Ottawa, ON K2K 1X6 Telephone: (613) 839-0101 Fax: (613) 839-0114 Website: www.ifsassociates.ca Urban Forestry & Forest Management Consulting October 10, 2017 Michael Stott Director Urban

More information

MAP PRODUCTION FOR FOREST PLANTATION AREAS IN KOSOVO

MAP PRODUCTION FOR FOREST PLANTATION AREAS IN KOSOVO MAP PRODUCTION FOR FOREST PLANTATION AREAS IN KOSOVO Ymer Kuka Mag. Eng. Ymer Kuka University of Prishtina, Faculty of Civil Engineering, Architecture and Geodesy, Department of Geodesy Bregu i Diellit

More information

ArcGIS Workflow Manager:

ArcGIS Workflow Manager: ArcGIS Workflow Manager: Advanced Topics Kevin Bedel & Nishi Mishra Session Topics Overview Configure & Design Notify & Relate Integrate & Analyze Overview What is ArcGIS Workflow Manager? Configure &

More information

A Remote Sensing Based Urban Tree Inventory for the Mississippi State University Campus

A Remote Sensing Based Urban Tree Inventory for the Mississippi State University Campus A Remote Sensing Based Urban Tree Inventory for the Mississippi State University Campus W. H. Cooke III a and S.G. Lambert b a Geosciences Department, GeoResources Institute, Mississippi State University,

More information

GPS & GIS for Hurricane Debris Removal. City of Miami Miami, Florida

GPS & GIS for Hurricane Debris Removal. City of Miami Miami, Florida GPS & GIS for Hurricane Debris Removal City of Miami Miami, Florida June 19, 2007 ESRI UC 2007 Presenters Regina L. Hagger GIS Developer City Of Miami Department of Public Works Michael Schmedt GIS Analyst

More information

A Report on the City of Chesapeake s Existing and Possible Urban Tree Canopy

A Report on the City of Chesapeake s Existing and Possible Urban Tree Canopy A Report on the City of Chesapeake s Existing and Possible Urban Tree Canopy Project Background The analysis of Chesapeake s urban tree canopy (UTC) was carried out at the request of the Virginia Department

More information

Green Infrastructure Asset Management in York, Ontario. Matthew Rodwell Karen Robichaud

Green Infrastructure Asset Management in York, Ontario. Matthew Rodwell Karen Robichaud Green Infrastructure Asset Management in York, Ontario Matthew Rodwell Karen Robichaud Ontario: pop. 13.5m (38%) Region of York: pop. 1.11m Regulation: O. Reg. 588/17 regulates asset management planning

More information

Mining for the Timber-Volume for a State-Wide Forest Information System. LIDAR Mapping Forum, February, 15th, 2017 Dr.-Ing.

Mining for the Timber-Volume for a State-Wide Forest Information System. LIDAR Mapping Forum, February, 15th, 2017 Dr.-Ing. Mining for the Timber-Volume for a State-Wide Forest Information System LIDAR Mapping Forum, February, 15th, 2017 Dr.-Ing. Arno Buecken Sustainable Usage of the Forest Key Idea: Do not harvest more than

More information

Destroyed Virgin Longleaf Pine Stand Lives-on Digitally

Destroyed Virgin Longleaf Pine Stand Lives-on Digitally Destroyed Virgin Longleaf Pine Stand Lives-on Digitally John C. Gilbert, John S. Kush, and Rebecca J. Barlow 17 th Biennial Southern Silviculture Research Conference March 5-7, 2013 Shreveport, Louisiana

More information

Remote Sensing as a Tool for a Survey of Defoliation and Yield Losses

Remote Sensing as a Tool for a Survey of Defoliation and Yield Losses FoRisk Network, October 26-28, 2009, Tvärminne, Finland Remote Sensing as a Tool for a Survey of Defoliation and Yield Losses Docent Päivi Lyytikäinen-Saarenmaa, Department of Forest Ecology, University

More information

DATE: May 19, 2009 REPORT NO. EN CHAIR AND MEMBERS COMMITTEE OF THE WHOLE OPERATIONS AND ADMINISTRATION

DATE: May 19, 2009 REPORT NO. EN CHAIR AND MEMBERS COMMITTEE OF THE WHOLE OPERATIONS AND ADMINISTRATION DATE: May 19, 2009 REPORT NO. EN2009-095 TO: FROM: CHAIR AND MEMBERS COMMITTEE OF THE WHOLE OPERATIONS AND ADMINISTRATION SANDRA LAWSON, P.ENG., GENERAL MANAGER, ENGINEERING & OPERATIONAL SERVICES 1.0

More information

The Use of GIS in Site-Specific Forest Management

The Use of GIS in Site-Specific Forest Management The Use of GIS in Site-Specific Forest Management Christian Brodbeck Biosystems Engineering, Auburn University John Fulton, Joey Shaw, Tim McDonald, and Donn Rodekohr Auburn University Value Map The Goal

More information

Digital Restoration Guide for Increasing Efficiency in Planning and Implementation of the Four Forest Restoration Initiative. Challenge and Need

Digital Restoration Guide for Increasing Efficiency in Planning and Implementation of the Four Forest Restoration Initiative. Challenge and Need To succeed at forest restoration, the core strategy of The Nature Conservancy in Arizona helps resolve two challenges: the low value of small-diameter wood and associated biomass; and the tentative social

More information

Plan-It Geo: Tree Plotter Inventory Management Software and Best Practices. NY ReLeaf Conference July 27 th, 2018

Plan-It Geo: Tree Plotter Inventory Management Software and Best Practices. NY ReLeaf Conference July 27 th, 2018 Plan-It Geo: Tree Plotter Inventory Management Software and Best Practices NY ReLeaf Conference July 27 th, 2018 Presented By: Chris Peiffer, Director of Urban Forestry Consulting 1 Presenter Chris Peiffer

More information

ArcGIS Workflow Manager: Advanced Topics. Kevin Bedel & Nishi Mishra

ArcGIS Workflow Manager: Advanced Topics. Kevin Bedel & Nishi Mishra ArcGIS Workflow Manager: Advanced Topics Kevin Bedel & Nishi Mishra Session Topics Overview Configure & Design Notify & Relate Integrate & Analyze Overview What is ArcGIS Workflow Manager? Configure &

More information

Wildlife Habitat Models Methodology and Process Steps

Wildlife Habitat Models Methodology and Process Steps Wildlife Habitat Models Methodology and Process Steps Wildlife Habitat Analysis ABSTRACT: A deductive habitat model based on Gradient Nearest Neighbor (GNN), Wildlife Habitat Relationships (WHR), and habitat

More information

By Andrew Lindsay Government of Manitoba Manitoba Infrastructure and Transportation (MIT) Highway Planning and Design

By Andrew Lindsay Government of Manitoba Manitoba Infrastructure and Transportation (MIT) Highway Planning and Design By Andrew Lindsay Government of Manitoba Manitoba Infrastructure and Transportation (MIT) Highway Planning and Design Information on the Province of Manitoba Brief history of MIT s linear referencing system

More information

Exploiting fullwaveform lidar signals to estimate timber volume and above-ground biomass of individual trees

Exploiting fullwaveform lidar signals to estimate timber volume and above-ground biomass of individual trees Exploiting fullwaveform lidar signals to estimate timber volume and above-ground biomass of individual trees Tristan Allouis 1, Sylvie Durrieu 1 Cédric Véga 2 Pierre Couteron 3 1 Cemagref/AgroParisTech,

More information

Assessing Your Local Urban Forest. David J. Nowak USDA Forest Service Northern Research Station Syracuse, NY

Assessing Your Local Urban Forest. David J. Nowak USDA Forest Service Northern Research Station Syracuse, NY Assessing Your Local Urban Forest David J. Nowak USDA Forest Service Northern Research Station Syracuse, NY 1 Measurement is Critical Structure Function Value 2 Assessing Urban Forests Top-down approach

More information

Mapping Urban Tree Canopy in Virginia Localities

Mapping Urban Tree Canopy in Virginia Localities Mapping Urban Tree Canopy in Virginia Localities Jennifer McKee 1, Jim Pugh 2, John McGee 1, Randy Wynne 1 Virginia Tech Department of Forest Resources and Environmental Conservation 1, Virginia Department

More information

City of Fort Wayne Statistics

City of Fort Wayne Statistics Fort Wayne Emerald Ash Borer 1 City of Fort Wayne Statistics As of December 1, 2009 there are 56,771 street trees in the city limits There are over 157 different varieties of street trees. These are trees

More information

Using The Internet to Bring Remote Sensing to Your Desktop

Using The Internet to Bring Remote Sensing to Your Desktop Using The Internet to Bring Remote Sensing to Your Desktop Shailu Verma Vice-President, Marketing Forest One, Inc. 1007 Church Street, Suite 510 Evanston, Illinois 60201 Phone: 847-491-7578 Fax: 847-491-3100

More information

Managing NYC s Urban Forest and Natural Resources with Geospatial Data

Managing NYC s Urban Forest and Natural Resources with Geospatial Data Managing NYC s Urban Forest and Natural Resources with Geospatial Data 2014 ESRI User Conference Jacqueline Lu, Director of GIS & Analytics Forestry, Horticulture NYC Department of Parks & Recreation NYC

More information

5.2-2 Progress Report and Future Outlook

5.2-2 Progress Report and Future Outlook 5.2-2 Progress Report and Future Outlook Presentation to Peel Regional Council By Deborah Martin-Downs June 22, 2017 5.2-3 Outline 2016 Highlights and 2017 Accomplishments to Date Climate Risk Methodology

More information

Supplemental Figure 1.

Supplemental Figure 1. Supplemental Figure 1. (a) Illustration of climatic water deficit (CWD) calculated as potential (PET) minus actual (AET) evapotranspiration (with monthly values shown), modified from Stephenson (1998)

More information

Department of Development. Economic Development

Department of Development. Economic Development Department of Development Aeronautics Building Inspection Economic Development Geographic Information Systems Planning & Zoning Building Maintenance The mission of the Geographic Information System (GIS)

More information

State of the Forests and Management Trends in the Forests of Northwest Russia

State of the Forests and Management Trends in the Forests of Northwest Russia State of the Forests and Management Trends in the Forests of Northwest Russia Prof. Dr. Alexander Alekseev Head of the Dept. of Forest Inventory, Management and GIS of Saint- Petersburg State Forest Technical

More information

A Report on the City of Newport News Existing and Possible Urban Tree Canopy

A Report on the City of Newport News Existing and Possible Urban Tree Canopy A Report on the City of Newport News Existing and Possible Urban Tree Canopy Key Terms UTC: Urban tree canopy (UTC) is the layer of leaves, branches, and stems of trees that cover the ground when viewed

More information

REQUEST FOR PROPOSALS

REQUEST FOR PROPOSALS Announcement REQUEST FOR PROPOSALS ESRI GIS Implementation Services The Madison Metropolitan Sewerage District (MMSD or district ) seeks proposals from qualified vendors to implement Esri s geographic

More information

Town of Newmarket Mulock Drive P.O. Box 328, Newmarket, Ontario, L3Y 4X7

Town of Newmarket Mulock Drive P.O. Box 328, Newmarket, Ontario, L3Y 4X7 11',1 395 Newmarket Town of Newmarket Mulock Drive P.O. Box 328, Newmarket, Ontario, L3Y 4X7 Email: info@newmarket.ca I Website: newmarket.ca I Phone: 905-895-5193 Emerald Ash Borer Long Term Management

More information

Operational low-cost treewise forest inventory using multispectral cameras mounted on drones

Operational low-cost treewise forest inventory using multispectral cameras mounted on drones Operational low-cost treewise forest inventory using multispectral cameras mounted on drones Dr. Eugene Lopatin, Natural Resources Institute Finland, eugene.lopatin@luke.fi, +358 29 532 3002 1 Key challenges/opportunities

More information

COMMUNITY FRAMEWORK. 2. Involvement of large institutional landholders

COMMUNITY FRAMEWORK. 2. Involvement of large institutional landholders COMMUNITY FRAMEWORK This category offers all aspects and possible community relationships that impact the community forest. The criteria stress the importance of cooperation and deep understanding of the

More information

Robert Parsons GIS Director Delaware County Auditor s Office Travis Gregorich Bruce Harris & Associates Account Manager

Robert Parsons GIS Director Delaware County Auditor s Office Travis Gregorich Bruce Harris & Associates Account Manager Improving Real Estate Appraisal and Assessment using ArcGIS Robert Parsons GIS Director Delaware County Auditor s Office Travis Gregorich Bruce Harris & Associates Account Manager Delaware County, Ohio

More information

Utilities GIS Development

Utilities GIS Development Utilities GIS Development A Case Study: Comprehensive Data Capture and Geodatabase Development for NAVFAC Utility Systems April 26, 2010 Grant Raudenbush PSM GISP Geospatial Analyst, Utilities Five Operating

More information

About the Author: Abstract: Contact No: Ltd., *correspondence author First Floor, U-34/45, DLF City Phase III, DLF Cyber City, Gurgaon

About the Author: Abstract: Contact No: Ltd., *correspondence author First Floor, U-34/45, DLF City Phase III, DLF Cyber City, Gurgaon Architecture for Web-based Water Supply & Sewerage Asset Management System A Case Study Amarsh Chaturvedi 1*, Anupam Yadav 2 1 Team Lead (GIS), Transerve Technologies Pvt. Ltd., 2 Project Manager, Transerve

More information

SUBJECT: Roseland Pilot Private Tree By-law. Committee of the Whole. Roads, Parks and Forestry. Recommendation: Purpose: Background and Discussion:

SUBJECT: Roseland Pilot Private Tree By-law. Committee of the Whole. Roads, Parks and Forestry. Recommendation: Purpose: Background and Discussion: Page 1 of Report RPF-03-18 SUBJECT: Roseland Pilot Private Tree By-law TO: FROM: Committee of the Whole Roads, Parks and Forestry Report Number: RPF-03-18 Wards Affected: 4 File Numbers: 820-02 Date to

More information

Understanding Washington, DC s Urban Forest through GIS Holli Howard, Casey Trees May, 2007

Understanding Washington, DC s Urban Forest through GIS Holli Howard, Casey Trees May, 2007 Understanding Washington, DC s Urban Forest through GIS Holli Howard, Casey Trees May, 2007 With a mission to restore, enhance and protect the tree canopy of Washington, DC, Casey Trees has a set of ambitious

More information

Unlocking low carbon potential with GIS. An ESRI (UK) White Paper

Unlocking low carbon potential with GIS. An ESRI (UK) White Paper Unlocking low carbon potential with GIS An ESRI (UK) White Paper Contents Meeting the challenges and opportunities of a low carbon future 3 The importance of geography in a low carbon economy 4 Large scale

More information

Crown symptoms and foliar analysis can guide nutrition management of eucalypt plantations in Tasmania Paul Adams and Karl Wotherspoon

Crown symptoms and foliar analysis can guide nutrition management of eucalypt plantations in Tasmania Paul Adams and Karl Wotherspoon Crown symptoms and foliar analysis can guide nutrition management of eucalypt plantations in Tasmania Paul Adams and Karl Wotherspoon Division of Forest Research and Development Outline FT eucalypt plantation

More information

ArcGIS Workflow Manager: Advanced Workflows and Concepts. Kevin Bedel & Nishi Mishra

ArcGIS Workflow Manager: Advanced Workflows and Concepts. Kevin Bedel & Nishi Mishra ArcGIS Workflow Manager: Advanced Workflows and Concepts Kevin Bedel & Nishi Mishra Session Topics Overview Configure & Design Notify & Relationships Integrate & Geoprocess Overview ArcGIS Workflow Manager

More information

Variable Method Source

Variable Method Source Appendix S1 Appendix S1: Table S1 Plot variables Variable Method Source COVERS % shrub cover ocular estimate of shrub cover % forb cover ocular estimate of forbs % coarse woody debris % live overhead canopy

More information

SCIENCE IN THE PARK MEASURING CARBON UPTAKE BY TREES

SCIENCE IN THE PARK MEASURING CARBON UPTAKE BY TREES MEASURING CARBON UPTAKE BY TREES PURPOSE: To showcase the role that trees in urban areas play by taking in carbon dioxide in the atmosphere and using the carbon in it for growth. BACKGROUND: Trees grow

More information

John Ievers CDR Group

John Ievers CDR Group John Ievers CDR Group CDR Group Established in 1982 based in the Peak District Pitney Bowes Software Business Partner in the UK Partner of the Year 2016 Software Division MapInfo Training and Support Up

More information

Applications of GIS for Stormwater Management in the City of Dallas. By Takele Dinka (PhD) GIS Analyst, City of Dallas

Applications of GIS for Stormwater Management in the City of Dallas. By Takele Dinka (PhD) GIS Analyst, City of Dallas Applications of GIS for Stormwater Management in the City of Dallas By Takele Dinka (PhD) GIS Analyst, City of Dallas Notice This presentation is for informational purposes It mainly focuses on how GIS

More information

Reporting System of Secretariat

Reporting System of Secretariat Reporting System of Secretariat Borislav Brunet Provincial Secretariat for Agriculture, Water Management and Forestry About Provincial Secretariat for Agriculture, Water Management and Forestry (PSAWF)

More information

CAVITY TREE ASSESSMENT, PORTION OF FORMER CANADIAN FORCES BASE (CFB) ROCKCLIFFE LANDS, OTTAWA, ONTARIO

CAVITY TREE ASSESSMENT, PORTION OF FORMER CANADIAN FORCES BASE (CFB) ROCKCLIFFE LANDS, OTTAWA, ONTARIO DATE February 29, 2016 PROJECT No. 1418293 TO Mr. Jean Lachance Canada Lands Company FROM Gwendolyn Weeks, H.B.Sc.(env) EMAIL gwendolyn_weeks@golder.com CAVITY TREE ASSESSMENT, PORTION OF FORMER CANADIAN

More information

LIDAR Forest Inventory With Single-Tree, Double- and Single-Phase Procedures

LIDAR Forest Inventory With Single-Tree, Double- and Single-Phase Procedures LIDAR Forest Inventory With Single-Tree, Double- and Single-Phase Procedures Robert C. Parker 1 and David L. Evans Abstract. Light Detection and Ranging (LIDAR) data at 0.5- to -m postings were used with

More information

GIS systems applied to apiary industry

GIS systems applied to apiary industry GIS systems applied to apiary industry Fabrice LARTIGOU GIS consultant 2D3D.GIS = + + 2 Applied GIS system to the beekeeping industry Spatial analysis and botanical bee-flora study in beekeeping Providing

More information

Stanfords For Business. FAQs. Stanfords For Business - FAQs - 1 -

Stanfords For Business. FAQs. Stanfords For Business - FAQs - 1 - - 1 - Stanfords For Business FAQs Stanfords Digital 12-14 Long Acre, WC2E 9LP Contents - Stanfords For Business - FAQs - 2 - Why should I use Stanfords For Business?... 3 What products does Stanfords For

More information

ISA Arborist Cer-fica-on Training Chapter 14 - Urban Forestry

ISA Arborist Cer-fica-on Training Chapter 14 - Urban Forestry ISA Arborist Cer-fica-on Training Chapter 14 - Urban Forestry Illinois Arborist Association Arborist Certification Training September 1, 2015 Presented by: Ben Reynoso & Eva Saunders Natural Path Urban

More information

A Report on the City of Richmond s Existing and Possible Urban Tree Canopy

A Report on the City of Richmond s Existing and Possible Urban Tree Canopy A Report on the City of Richmond s Existing and Possible Urban Tree Canopy Key Terms UTC: Urban tree canopy (UTC) is the layer of leaves, branches, and stems of trees that cover the ground when viewed

More information