STEELE RED
Environmental Data Research & Analysis
We turn satellite imagery, soil data, and remote sensing into actionable intelligence — from percability assessment to environmental research at scale.
/ Approach
Data-driven environmental research combining satellite remote sensing, soil science, and machine learning.
Satellite Remote Sensing
Multi-spectral analysis from Sentinel-2, Landsat, and commercial sources. Vegetation indices, soil moisture, land cover classification.
Soil Data Analysis
Percability modeling, soil classification, and property-level suitability assessment from public and proprietary data sources.
Machine Learning
Custom models for environmental prediction — from percability inference to land-use classification at continental scale.
Geospatial Pipelines
End-to-end data pipelines ingesting, processing, and serving geospatial data. Real-time property analysis and map generation.
/ Research & Services
From raw earth data to deployable tools. We build the pipeline between satellite pixels and ground-truth decisions.
PrePerc — Instant Percability Scores
PrePerc estimates percability class for any parcel in the continental US using satellite-derived soil data and ML models. Enter an address, get a perc score — no field test required until the permitting stage.
Satellite-Based Soil Property Estimation
Research and development of methods to estimate key soil properties — texture, organic matter, drainage class — from multi-temporal satellite imagery and publicly available soil survey data.
Geospatial Data Pipeline Engineering
Design and implementation of automated geospatial data pipelines. Ingest, process, and serve large-scale environmental datasets — from SSURGO soil data to NAIP aerial imagery.
Environmental ML Research
Developing machine learning models for environmental prediction tasks — percability classification, land cover mapping, and soil property inference from sparse ground-truth data.
PrePerc
Our flagship tool for instant percability assessment. Enter any US address and get a perc class estimate within seconds — powered by satellite data, soil surveys, and trained models.
Try PrePerc →/ Latest from the Blog
Technical essays on AI, reverse engineering, systems architecture, and environmental data — from the Steele Red research team.
/ Contact
Have a project, a question, or data that needs analysis? We'd like to hear from you.
Get in Touch
Steele Red LLC is based in Nashville, Tennessee. We work with environmental data across the continental United States — from soil analysis and satellite remote sensing to custom geospatial pipeline development.
Whether you're a developer looking to integrate percability data, a researcher exploring satellite-derived soil properties, or a land professional who needs faster answers — reach out.