Soil Geospatial Intelligence

The soil layer,
interpreted.

Lab10YR delivers soil and geospatial intelligence for infrastructure operators, land investors, and conservation professionals — built on SSURGO and authoritative spatial data, interpreted through rigorous geospatial modeling by pedologists who know where the data holds and where it doesn't.

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80+
Combined years of soil & geospatial expertise
10YR
The Munsell hue that defines soil science
1
Interpretation layer nobody else provides

Remote sensing sees the surface.
We read what's underneath.

Remote sensing platforms excel at monitoring terrain — LiDAR, hydrology, vegetation indices. Field-scale soil sensors measure physical properties for precision agriculture. Both solve real problems.

Neither can tell you why a specific map unit boundary matters, when a soil survey interpretation is defensible, or where SSURGO's limitations require ground-truth verification.

That knowledge lives with pedologists. We bring it to your decisions.

Their approachLab10YR
Data source LiDAR & remote sensing SSURGO + authoritative spatial data
Soil depth Approximated from terrain Pedologist-interpreted
Market Pipeline / precision ag Infrastructure, land, conservation
Limitation transparency Confident outputs Known, interpretable limits

Soil intelligence for decisions that matter.

Soil Corrosivity & Shrink-Swell Risk

SSURGO-derived risk layers for buried infrastructure. Know before you dig — not after you repair.

Pipeline · Utility · Engineering
Hydric Soil & Wetland Constraint Mapping

Section 404 exposure, USACE permitting constraints, and development risk — spatially modeled and professionally documented.

Developers · Permitting · Land Use
Geohazard Soil Scoring

Liquefaction susceptibility, mass movement risk, and soil saturation modeling integrated with terrain analysis.

Geotech Firms · DOTs · Infrastructure
Prime Farmland & Land Use Analysis

USDA program eligibility, solar siting constraints, and prime farmland encroachment — defensible and audit-ready.

Solar · Agriculture · Conservation
Due Diligence Soil Reports

Soil and geospatial analysis for land transactions, ag lending, and farmland investment decisions. Know what you're buying.

Ag Lenders · Farmland REITs · Title
Custom SDA Query & Spatial Modeling

Bespoke SSURGO queries, spatial data products, and interpretive models for organizations that need more than Web Soil Survey.

Government · Research · Conservation

We know where the data is solid — and where it isn't.

Anyone can pull SSURGO data. The value is in knowing what it means. A soil survey map unit boundary might reflect careful field work — or a surveyor's best estimate from a vehicle in 1974. That distinction changes the interpretation entirely.

Our team brings federal pedologic expertise to every analysis. We combine that domain knowledge with rigorous geospatial modeling to deliver outputs that are accurate, transparent about their limitations, and defensible in front of regulators, investors, and engineers.

No black-box confidence scores. No SoilGrids. Just SSURGO, properly interpreted, spatially modeled, and clearly documented.

"The limitation of a soil survey is known and interpretable by a trained pedologist. That's more valuable than a confident-looking output built on a model nobody can audit."

Lab10YR — Soil Geospatial Intelligence

Two platforms, one soil data ecosystem.

Both repositories are public and open source — built to give practitioners, researchers, and developers direct access to the same SSURGO intelligence that powers our consulting work.

Visualization Platform
Soil Intelligence
Platform

Interactive maps, NYT-style data journalism, a live SQL explorer, and a complete SSURGO schema reference — all built on America's most comprehensive soil database. Over 258 production SQL scripts covering carbon, hydrology, taxonomy, interpretations, and spatial analysis.

Soil Atlas 7 intelligence story modes — live SDA soil profiles, texture triangle, 3D terrain
Data Stories 7-chapter data journalism — carbon banks, drought resilience, morel habitat, karst risk
SQL Explorer 258 production scripts in 14 categories — live SDA test runner included
Data Models 134-table SSURGO schema — D3 ER diagram, sortable column browser, live domain decoder
Regen Ag Map County choropleth — Fragile Soil Index vs. Organic Matter Depletion, split-screen
SHAPE Curves KSSL lab data explorer — all states & territories, map + table + series filter
Training Curriculum
SDA Training
Resources

A complete beginner-to-expert curriculum for SSURGO and the Soil Data Access REST API. Every lesson runs live against the real SDA database — no data files, no installs, no mocking. SQL, Python, and JavaScript tracks with a live query sandbox.

Beginner SQL 5 lessons — SELECT, WHERE, COUNT, dominant component queries
Intermediate SQL 5 lessons — JOINs, GROUP BY, CTEs, Available Water Storage
Expert SQL 5 lessons — Soil Organic Carbon formula, NCCPI, FSI, spatial AOI
Python API 5 lessons — requests, pandas, batch queries, matplotlib pipeline
JavaScript API 5 lessons — fetch(), live tables, MapLibre GL, SDAClient module
Query Lab Live SDA sandbox — 8 preloaded examples, run any SQL instantly

Built for organizations where soil decisions carry real consequences.

Infrastructure
Pipeline & Utility Operators

Soil corrosivity, shrink-swell, slope stability, and geohazard risk along corridor networks — including transmission lines and distribution infrastructure.

Engineering
Geotech & Civil Firms

SSURGO-based site characterization, terrain modeling, and LiDAR-derived slope analysis to complement field investigations.

Land Finance
Ag Lenders & Farmland Investors

Soil productivity, constraint mapping, and land quality due diligence across large portfolios.

Conservation
Easement & Land Mgmt Practices Orgs

Baseline soil documentation, prime farmland delineation, and carbon inventory support.

Energy Development
Renewable Energy Developers

Solar and wind farm soil suitability, load-bearing capacity, drainage classification, and land disturbance risk for project siting and permitting.

Defense & Federal
Federal Agencies & Land Managers

Installation siting, training range terrain assessment, ground deformation monitoring, and vegetation encroachment detection across federal land holdings.

Insurance & Risk
Insurers & Catastrophe Modelers

Soil-based catastrophic risk scoring — shrink-swell, subsidence, liquefaction, and flooding vulnerability — for portfolio underwriting and exposure modeling.

Urban & Municipal
Planners & Environmental Consultants

Brownfield assessment, stormwater soil characterization, development siting constraints, and urban soil mapping for permitting and infrastructure decisions.

Tell us about your project.

We work with a focused set of clients on projects where soil and geospatial intelligence makes a real difference. If you're dealing with a land decision, infrastructure risk assessment, or permitting challenge that touches the soil column, we'd like to hear about it.

Reach us directly at
info@lab10yr.com
929-548-8522

GitHub: Lab10YR →

lab10yr.com →