Analysis and Modeling
High-accuracy GIS analysis, modeling and mapping for better decision making.
Since its inception, Dougan Ecology has been analyzing geospatial data using cutting edge Geographic Information System (GIS) technology. We are putting tools like LiDAR analysis, and machine learning to the test to better understand, protect, and restore landscapes.
Ecological consultants who leverage the power of GIS and spatial data
We use spatial analysis techniques in almost every project we work on in order to gain insight for decision making, including:
- Mapping constraints and opportunities using policy criteria
- Tree surveys and tree preservation plans
- Designing restoration strategies
- Completing natural asset inventories
- Mapping ecological land classification
- Modeling land cover
- Completing environmental impact assessments
- Delineating feature boundaries
- Identifying significant wildlife habitat
- Conducting municipal natural heritage planning including subwatershed studies
- Predicting current and potential locations for target species including species at risk
We map land cover, canopy cover, and habitat suitability using custom machine learning tools. We’ve worked on diverse, large-scale projects such as:
- Training deep learning models to predict land cover throughout the Muskoka River Watershed, using orthophotos and LiDAR derivatives
- Using satellite imagery and LiDAR to train deep learning models to map the impacts of hurricane Fiona on urban canopy cover in Charlottetown
We combine ecological expertise with cutting edge technology to deliver maps and geospatial products, and to offer geospatial monitoring and analysis. Our tools include:
- Expert utilization of ESRI’s ArcGIS Pro and ArcGIS Online including Survey123 and FieldMaps for mobile data collection.
- In-house models for mapping the extent of significant wildlife habitat based on provincial ecoregional criteria
- Connectivity modeling to identify probable corridor pathways for animal movement using Linkage Mapper extension for ArcGIS Pro
- Real-time subfoot accuracy for site inventories using a Trimble Catalyst and RTX software
- Data conversion and integration between ArcGIS and AutoCAD platforms
Level up with GIS-powered problem-solving for Ontario and beyond.
You need high-quality information to move your project forward and create a thriving natural environment. We have the integrated team and GIS tools to make it happen.
