Protecting ecosystems has become a deeply technical endeavor. It’s no longer just about fences, signs, and policy – conservation teams today rely on a mix of sensors, software, aerial data, and modeling to understand, manage, and monitor natural habitats. The aim is usually the same: reduce pressure on ecosystems while tracking changes in real time. But the tools? They’re getting sharper, faster, and in some cases, surprisingly automated. Here’s a closer look at what’s actually being used on the ground – and in the cloud – to support conservation goals around the world.
1. FlyPix AI
At FlyPix AI we work with high-resolution satellite, aerial, and drone imagery to support geospatial analysis at scale. Our platform uses AI agents to detect and label objects in complex environmental scenes, helping us monitor land changes, track patterns, and manage large terrain datasets quickly. As one of today’s habitat conservation tools, the system speeds up analysis of areas under pressure – like vegetation stress, encroachment, or seasonal land changes.
What makes our process effective is the ability to train custom AI models based on specific needs. We don’t require users to code or manage infrastructure. Instead, they upload image data, define what matters visually, and let the system do the detection. It’s a workflow that fits into early assessment, ongoing monitoring, or post-intervention review.
Key Highlights:
- AI agents identify features directly from aerial or satellite imagery
- Custom model training without coding knowledge
- Fast comparison between manual and AI-based annotations
- Used in conservation-adjacent sectors like forestry and ecotechnology
Services:
- Object detection on geospatial imagery
- Custom AI model training for land classification
- Image annotation and automation workflows
- Scalable analysis for drone, satellite, and aerial images
Contact Information:
- Website: flypix.ai
- E-mail: info@flypix.ai
- LinkedIn: www.linkedin.com/company/flypix-ai
- Address: Robert-Bosch-Str. 7, 64293 Darmstadt, Germany
- Phone: +49 6151 3943470
2. Playa Lakes Joint Venture (PLJV)
Playa Lakes Joint Venture supports habitat conservation through science-based planning tools and a detailed implementation framework. Their work focuses on grasslands, playas, wetlands, and riparian areas, with a core strategy built around long-term regional habitat goals. These are tied to specific bird population targets, informed by land cover analysis, energetic models, and species distribution data.
The Implementation Plan sets the foundation, but the broader effort includes spatial maps, species density models, and land use calculators. Their planning process starts with regional objectives, then breaks those down by habitat type and conservation region. From there, they focus on where restoration or protection can have the most measurable impact. The tools are updated over time to reflect land use changes and are built to support both environmental outcomes.
Key Highlights:
- Planning tools target grassland, playa, wetland, and riparian habitats
- Habitat goals aligned with regional bird population targets
- Tools combine biological, geospatial, and land use data
- Approach connects habitat conservation with water sustainability
Services:
- Conservation strategy development and tracking
- Implementation framework for habitat projects
- Bird population analysis and modeling
- Spatial tools to guide habitat restoration and protection
Contact Information:
- Website: pljv.org
- Address: 700 Ken Pratt Blvd, Suite 206, PMB 338, Longmont CO 80501
- Phone: 303-926-0777
3. SMART Conservation Software
SMART provides an open-source platform for field data collection, analysis, and reporting to support protected area management. The system is built to standardize conservation monitoring across sites, enabling teams to gather consistent information on wildlife, threats, and patrol activities. The platform is modular, meaning users can adapt it to different environments – marine or terrestrial, online or offline.
Beyond the software, SMART emphasizes capacity building and supports a global network of users. The tools are used for a wide range of tasks including biodiversity tracking, enforcement support, and natural resource management. SMART also integrates with EarthRanger through the SERCA alliance, expanding its reach into real-time decision making.
Key Highlights:
- Open-source tools designed for conservation monitoring
- Used for data collection, threat analysis, and reporting
- Adaptable for both terrestrial and marine environments
- Supports protected area management and field operations
Services:
- Spatial Monitoring and Reporting Tool (SMART) suite
- Field data standardization and visualization
- Support for biodiversity and law enforcement tasks
- Global community and training support for conservation teams
Contact Information:
- Website: smartconservationtools.org
- E-mail: info@smartconservationsoftware.org
- Facebook: www.facebook.com/SMARTCnsvTools
- LinkedIn: www.linkedin.com/company/smartcnsvtools
- Instagram: www.instagram.com/smartcnsvtools
4. EarthRanger
EarthRanger focuses on real-time data integration for wildlife and habitat monitoring. Their platform connects multiple data sources – like GPS collars, field reports, vehicle trackers, and camera traps – into a single dashboard. The system helps conservation teams see what’s happening on the ground, follow patterns over time, and respond quickly to unexpected changes.
One of the strengths of EarthRanger is how it blends technology with conservation fieldwork. It doesn’t replace existing tools but connects them, offering a way to coordinate across teams and locations. With alert features built into the system, users can act on data as events unfold – whether that’s a boundary crossing, a slowdown in animal movement, or a team entering a high-conflict area.
Key Highlights:
- Platform connects multiple field technologies in real time
- Used for wildlife tracking, habitat protection, and team safety
- Alert system supports immediate response to key events
- Integrates with SMART through the SERCA collaboration
Services:
- Centralized dashboard for conservation monitoring
- Integration with IoT systems, trackers, and field tools
- Real-time alerting and team coordination features
- Support for protected area and habitat management
Contact Information:
- Website: www.earthranger.com
- Facebook: www.facebook.com/EarthRangerTech
- Twitter: x.com/EarthRangerTech
- LinkedIn: www.linkedin.com/company/earthrangertech
- Instagram: www.instagram.com/earthrangertech
5. Boddy Environmental
Boddy Environmental integrates ArcGIS software into its wildlife management work, using it as a foundation for spatial data collection, visualization, and field-based planning. Their approach combines habitat mapping with analysis of animal movement, primarily through drone surveys and GPS data, helping to track the impacts of species like deer on specific areas.
The GIS platform also supports internal coordination and stakeholder communication, since the data is centralized and accessible. Custom dashboards allow wildlife metrics to be monitored in near real-time, which helps identify when and where interventions may be needed. Their workflows are designed around practical needs – streamlining data capture, reducing duplication.
Key Highlights:
- Uses ArcGIS for habitat mapping and movement analysis
- Combines drone imagery and GIS to track deer impact
- Online system supports centralised data access and sharing
- Real-time dashboards improve visibility into habitat conditions
Services:
- Wildlife surveys with GIS integration
- Drone-based habitat and species assessments
- Long-term tracking of deer movement and impact
- Data sharing and storage for conservation planning
- Workflow automation for spatial data collection
Contact Information:
- Website: boddyenvironmental.co.uk
- E-mail: info@boddyenvironmental.co.uk
- Facebook: www.facebook.com/boddyenvironmentalltd
- Twitter: x.com/boddyenviroltd
- Instagram: www.instagram.com/boddyenvironmentalltd
- Address: Casterton Suite Clawthorpe Hall Business Centre, Burton-In-Kendal, Carnforth, Lancs, United Kingdom, LA6 1NU
- Phone: 07900977918
6. Conservation Biology Institute
The Conservation Biology Institute builds software tools that make complex scientific data easier to use for decision-making. Their work connects software engineering with ecological research, allowing users to explore, model, and interpret conservation-related data in a more visual and accessible way.
Rather than delivering standalone tools, they develop full systems that handle everything from landscape-scale mapping to acoustic data visualization. These tools are applied across land use planning, climate adaptation, and habitat restoration. With a focus on design clarity and flexibility, their platforms help teams manage ecological complexity while supporting evidence-based choices on the ground.
Key Highlights:
- Builds software around conservation and land use planning
- Custom tools visualize ecological and spatial data
- Platforms link modeling, mapping, and decision support
- Focus on making research accessible to broader audiences
Services:
- Custom conservation decision support tools
- Landscape planning and scenario modeling
- Habitat suitability and climate adaptation software
- Integration of ecological data into public-facing platforms
Contact Information:
- Website: consbio.org
- Facebook: www.facebook.com/ConservationBiologyInstitute
- LinkedIn: www.linkedin.com/company/conservation-biology
- Instagram: www.instagram.com/conservationbiologyinstitute
- Address: 136 SW Washington Ave. Suite 202, Corvallis, OR 97333
- Phone: +1 (541) 757-0687
7. Land App
Land App provides digital mapping software tailored to ecologists, land managers, and conservation professionals. Their platform focuses on habitat baselining, Biodiversity Net Gain planning, and natural capital assessment, using a mix of authoritative spatial data and automation features.
The system includes tools for importing government data layers, generating reports, and estimating conservation metrics. It’s built to handle diverse project scales, from individual restoration sites to full estate portfolios. What stands out is how the platform simplifies technical tasks – reducing time spent on formatting or calculations so users can focus on ecological outcomes.
Key Highlights:
- Digital mapping platform for habitat and conservation work
- Supports Biodiversity Net Gain, baselining, and land analysis
- Access to UKHab, LiDAR, and other national datasets
- Collaborative tools for team coordination and reporting
Services:
- Mapping and analysis for nature recovery planning
- Templates and tools for biodiversity and rewilding projects
- Data-driven assessments of land use and conservation value
- Reporting features for funding applications and compliance
- Customizable layers and site-specific habitat plans
Contact Information:
- Website: thelandapp.com
- E-mail: support@thelandapp.com
- LinkedIn: www.linkedin.com/company/the-land-app
- Instagram: www.instagram.com/landapp
- Address: 31 Cattle Market Street, Norwich, Norfolk, England, NR1 3DY
8. Esri
Esri supports conservation professionals with GIS-based tools that help track, plan, and manage biodiversity across different scales. Their ArcGIS platform brings together spatial data, field operations, and analysis models into a single workflow, which is commonly used for habitat mapping, land stewardship, and environmental monitoring. The system is designed to help teams make conservation strategies visible, understandable, and actionable.
They provide core functionality for observing habitat change, organizing field data, and analyzing the overlap between ecological and human systems. ArcGIS also integrates with real-time mobile apps and broader geospatial datasets, enabling teams to manage large areas while staying responsive to climate and development pressures.
Key Highlights:
- GIS tools adapted for habitat planning and field operations
- Integrated platform for real-time and historical spatial data
- Supports modeling and scenario-based conservation workflows
- Used in both protected area management and landscape-level planning
Services:
- ArcGIS tools for observation, mapping, and habitat analysis
- Support for landscape-scale planning and climate adaptation
- Shared dashboards for conservation collaboration
- Spatial modeling of species habitats and ecological trends
Contact Information:
- Website: www.esri.com
- E-mail: accounts@esri.com
- Facebook: www.facebook.com/esrigis
- Twitter: x.com/Esri
- LinkedIn: www.linkedin.com/company/esri
- Instagram: www.instagram.com/esrigram
- Address: 380 New York Street, Redlands, California, United States of America
- Phone: +1-909-793-2853
9. Habitat (Connect2 / ForestR / UrbanForestR)
Habitat builds digital tools for ecological analysis and long-term planning, with a focus on functional diversity, forest resilience, and ecological connectivity. Their tools – Connect2, ForestR, and UrbanForestR – are designed to analyze how species move, where they cluster, and how vulnerable forest systems are to disruption.
The tools combine field data with mapped metrics to identify where conservation interventions can be most effective. In practice, this often means prioritizing habitat corridors or planting strategies based on biological diversity and known stress factors. The system is used by land managers, municipalities, and planners to build strategies that strengthen ecological structure rather than just document it.
Key Highlights:
- Tools assess ecological connectivity and forest resilience
- UrbanForestR focuses on city tree canopy and vulnerability
- Connect2 maps species movement and habitat priorities
- Functional diversity used to guide planting and restoration
Services:
- Habitat mapping for terrestrial and urban systems
- Planning tools for forest composition and replanting
- Analysis of biotic and abiotic risk to green infrastructure
- Support for ecological corridor and connectivity projects
Contact Information:
- Website: en.habitat-nature.com
- E-mail: info@habitat-nature.com
- Facebook: www.facebook.com/habitatnaturemtl
- LinkedIn: www.linkedin.com/company/habitatnaturemtl
- Address: 5605, avenue de Gaspé, suite 801, Montréal, H2T 2A4
- Phone: (438) 825-4445
10. Cornell Lab – NBHCI Mapping Tool
The Cornell Lab’s Northeast Bird Habitat Conservation Initiative (NBHCI) developed a mapping tool built to support bird-centered habitat conservation across multiple habitat types. The tool combines eBird Status & Trends data with other spatial datasets like protected areas, climate corridors, and land ownership, helping land trusts and conservation groups evaluate and prioritize areas for management, acquisition, and community engagement.
It’s not a standalone platform but a GIS-integrated layer library that can be used for stewardship planning, habitat connectivity strategies, or species-focused conservation projects. By layering bird abundance data with regional conservation priorities, teams can focus on places where investments in land or restoration are likely to have the highest impact for both birds and biodiversity.
Key Highlights:
- Mapping tool overlays bird data with regional conservation priorities
- Targets forest, grassland, wetland, and coastal habitats
- Built on eBird’s Status & Trends seasonal bird models
- Designed for use in land trust planning and stewardship
Services:
- Bird habitat mapping through GIS-integrated tools
- Downloadable datasets for use in local planning projects
- Support for prioritizing conservation investments
- Strategic overlays for resilience and species protection
Contact Information:
- Website: www.birds.cornell.edu
- E-mail: cornellbirds@cornell.edu
- Facebook: www.facebook.com/cornellbirds
- LinkedIn: www.linkedin.com/company/cornell-lab-of-ornithology
- Instagram: www.instagram.com/cornellbirds
- Address: 159 Sapsucker Woods Rd. Ithaca, NY 14850
- Phone: 1-800-843-2473
Conclusion
The tools covered here weren’t built to impress – they were built to work. Whether it’s mapping out wildlife corridors with functional diversity models, using GIS layers to pinpoint high-impact bird habitats, or automating field data collection for habitat assessments, each one is rooted in solving specific problems on the ground. That’s the thread running through them all: make sense of messy landscapes, align decisions with evidence, and keep things moving forward.
Of course, no tool does everything. But when paired with local knowledge, field expertise, and a bit of long-term thinking, they help teams see what matters sooner – and act on it with more clarity. Conservation is a long game, and these platforms are just that: not a fix, but a better way to stay in the loop with changing ecosystems.