Agricultural KPIs.

Agricultural land is the broadest agricultural real estate category — primarily commodity row crops (corn, soybeans, wheat, cotton, rice) plus general-purpose farmland not classified as orchard or vineyard. The sector encompasses ~900M acres of US farmland. Performance is measured in cash rent per acre ($150-$400/acre Midwest commodity row crop typical), yield per acre (~190 bu/acre corn average), commodity price per bushel/pound, soil productivity index (CSR2 in Iowa, PI in Illinois), water rights, and crop insurance coverage. The economic structure includes cash-rent leases (most common, fixed annual rent), crop-share leases (landlord shares 30-50% of crop production), and direct operation. Comparable REITs: Gladstone Land (LAND, ~$500M mkt cap, ~169 farms across 15 states focused on permanent crops + row crops), Farmland Partners (FPI, ~$500M mkt cap, ~150,000 acres across 17 states focused on commodity row crops). Despite ~$3T+ US farmland market value, public REITs hold only ~$1B+ — institutional ownership is highly fragmented (Bill Gates ~270K acres, John Malone ~2.2M acres, Ted Turner ~2M acres). Ilora.ai ingests cash rent + crop share leases, USDA NASS yield data, commodity price hedging, soil productivity reports, water rights documentation, and crop insurance, then benchmarks against LAND + FPI + ASFMRA + USDA NASS county data.

14 definitions · Sector: AGRICULTURAL · Used by Ilora.ai specialist AI agents

NOI

Net Operating Income

Total revenue minus operating expenses (excludes financing and capital costs). The primary measure of property-level profitability.

NOI = Revenue − Operating Expenses

  • profitability
  • core
Cap Rate

Capitalization Rate

Net Operating Income divided by current property value. Expresses unleveraged annual yield as a percentage.

Cap Rate = NOI ÷ Property Value

  • valuation
  • core
DSCR

Debt Service Coverage Ratio

Net Operating Income divided by total annual debt service. Lender-required cushion measure; below 1.0 means NOI cannot cover debt.

DSCR = NOI ÷ Annual Debt Service

  • lending
  • risk
LTV

Loan-to-Value

Loan amount divided by property value. Lower LTV = lower lender risk.

LTV = Loan Amount ÷ Property Value

  • lending
  • risk
OER

Operating Expense Ratio

Operating expenses divided by gross revenue. Lower is better, but varies by property type (hotels run higher than triple-net retail).

OER = Operating Expenses ÷ Gross Revenue

  • efficiency
GRM

Gross Rent Multiplier

Property value divided by gross annual rental income. Quick valuation shortcut; less precise than cap rate.

GRM = Property Value ÷ Gross Annual Rent

  • valuation
  • shortcut
IRR

Internal Rate of Return

Annualized return on investment accounting for time value of money across the full hold period.
  • return
  • underwriting
CoC

Cash-on-Cash Return

Pre-tax annual cash flow divided by total cash invested. Measures the cash yield, not total return.

CoC = Annual Cash Flow ÷ Total Cash Invested

  • return
DCF

Discounted Cash Flow

Valuation method that projects future cash flows and discounts them to present value at a chosen rate.
  • valuation
  • underwriting
TTM

Trailing Twelve Months

A rolling sum of the most recent 12 months. Smooths seasonality for KPI comparisons.
  • period
  • core
Yield/Ac

Yield Per Acre

Crop output per acre per harvest. The fundamental productivity measure for farmland.
  • production
  • USDA
Cash Rent

Cash Rent Per Acre

Annual cash payment per acre under a fixed-rent lease. The dominant farmland income model.
  • income
Crop Share

Crop Share

Lease structure where landlord receives a percentage of crop revenue instead of cash rent.
  • lease
  • structure
PI / CSR

Soil Productivity Index

State-specific scoring of soil productivity (e.g. CSR2 in Iowa, PI in Illinois). Drives valuation.
  • valuation
  • physical

Sub-types

Sub-types within Agricultural.

Commodity Row Crop (Corn, Soybeans, Wheat)
Midwest commodity row crops; cash rent or crop share leases.
Cotton + Rice + Specialty Row Crop
Southern cotton, rice, peanut, sugar cane production.
Hay + Forage Production
Alfalfa, mixed hay, forage for dairy + livestock.
Vegetable / Truck Crops
Fresh-market vegetable production (lettuce, tomatoes, melons).
Mixed Crop + Livestock
Mixed operation combining row crops + livestock production.

Amenities & features

7 amenities Ilora.ai tracks for Agricultural.

Tillable Crop Land (Row Crop)

Productive cropland for commodity row crops (corn, soybeans, wheat).

  • Tillable acres
  • Yield per acre by crop
Soil Productivity Rating

Soil productivity index (CSR2 Iowa, PI Illinois); primary land value driver.

  • CSR2 / PI rating
  • Productivity vs county average
Drainage + Tile Systems

Subsurface drainage tile improving yield + reducing flood loss in clay soils.

  • Tile coverage %
  • Drainage CapEx
Irrigation (Center-Pivot, Sub-Irrigation)

Center-pivot irrigation in arid + semi-arid markets; major productivity driver.

  • Irrigated acres
  • Water rights (AF/yr)
Grain Storage (On-Farm Silos)

On-farm grain storage enabling delayed sale + price optimization.

  • Storage capacity (bushels)
Equipment Sheds + Machinery

Equipment storage + maintenance facilities for tractors + harvesters.

  • Equipment value
Crop Insurance (RMA)

USDA Risk Management Agency federal crop insurance coverage.

  • Crop insurance coverage %
  • Indemnity claims history

Industry reference

How the agricultural sector operates.

Market segments

  • Cash rent landlord (fixed annual rent)
  • Crop share landlord (30-50% production share)
  • Owner-operator farmer (multi-generation)
  • Custom-farming operator
  • Conservation Reserve Program (CRP) enrolled
  • EQIP / CSP conservation program participant
  • Carbon market participant (emerging)

Operating models

  • Owner-operator multi-generation family farm
  • Cash-rent absentee landlord
  • Crop-share landlord-tenant arrangement
  • REIT-owned with operator lease (LAND, FPI model)
  • Custom-farming operator (third-party manages production)
  • Institutional land aggregator (Bill Gates Cascade, AgriFM)

Regulatory frameworks

  • USDA NASS (production reporting + survey)
  • USDA Farm Service Agency (FSA — payment programs)
  • USDA Risk Management Agency (RMA — crop insurance)
  • USDA Conservation Reserve Program (CRP)
  • USDA EQIP / CSP conservation programs
  • EPA pesticide registration + WPS
  • State drainage district regulations
  • IRS Section 2032A special-use valuation (estate tax)

Industry organizations

  • ASFMRA (American Society of Farm Managers + Rural Appraisers)
  • AFBF (American Farm Bureau Federation)
  • NCGA (National Corn Growers Association)
  • ASA (American Soybean Association)
  • NAWG (National Association of Wheat Growers)
  • Realtors Land Institute (RLI)

Comparable public REITs / operators

  • LAND (Gladstone Land — ~$500M mkt cap, ~169 farms in 15 states focused on permanent crops + row crops)
  • FPI (Farmland Partners — ~$500M mkt cap, ~150,000 acres across 17 states focused on commodity row crops)
  • Adjacent timberland REITs: WY (Weyerhaeuser), RYN (Rayonier), PCH (PotlatchDeltic)
  • TPL (Texas Pacific Land — Permian Basin energy + ranch land)
  • Major private institutional: Bill Gates Cascade (~270K acres), John Malone (~2.2M acres), Ted Turner (~2M acres pre-divestiture), Cresud (CRESY — South American), Adecoagro (AGRO)

Documents Ilora.ai ingests

  • Cash rent + crop share lease agreements
  • USDA NASS yield + production reports
  • Soil productivity index (CSR2 / PI) reports
  • Water rights documentation
  • Commodity price hedging contracts (futures + options)
  • Crop insurance policies (RMA)
  • CRP / EQIP / CSP enrollment documentation
  • Property tax bills (often agricultural assessment)
  • Annual operating budget + capital plan
  • Equipment + machinery inventory

Industry tools (we integrate with these)

  • AcreValue (land valuation + market data)
  • LandWatch + Land.com (transactions)
  • USDA NASS QuickStats
  • Granular (farm management)
  • Climate FieldView (Bayer)
  • John Deere Operations Center
  • Trimble Ag Software
  • AcreTrader (small farmland investment)
  • AgriWebb (farm records)
  • Esri ArcGIS (farm mapping)

Frequently asked

Common questions about agricultural.

How is farmland valued?
Farmland is valued through three approaches: (1) Income approach — capitalized cash rent (cash rent ÷ farmland cap rate, typically 3-5%); (2) Sales comparison — recent comparable transactions adjusted for soil productivity, location, water rights; (3) Cost approach (rare for productive farmland). Soil productivity index is the primary value driver — CSR2 (Iowa) ranges 30-95+, PI (Illinois) ranges 20-150. Premium Iowa CSR2 90+ farmland trades at $15K-$20K/acre; less productive Iowa CSR2 60s trade $8K-$12K/acre; commodity Midwest farmland averages ~$8,800/acre per USDA 2024 data. Water rights drive value premium in irrigated arid markets.
Which REITs invest in farmland?
Two public farmland REITs: Gladstone Land (LAND, ~$500M mkt cap) holds ~169 farms across 15 states with significant permanent-crop exposure (almonds, pistachios, blueberries, citrus) plus row crops. Farmland Partners (FPI, ~$500M mkt cap) holds ~150,000 acres across 17 states focused primarily on commodity row crops (corn, soybeans, wheat). Despite ~$3T+ US farmland market value, public REITs hold only ~$1B+. The bulk of institutional + ultra-wealthy farmland ownership is private: Bill Gates Cascade (~270K acres, largest individual landowner), John Malone (~2.2M acres), Ted Turner (~2M acres pre-divestiture), institutional pension fund land aggregators.
What is cash rent vs crop share for farmland?
Cash rent is a fixed annual payment from tenant farmer to landowner regardless of crop yield or price — the most common modern lease structure. Crop share is a percentage-based lease where landlord receives a share of the crop production (typically 30-50%) — common historically + still used in some Midwest + Southern markets. Cash rent shifts production + price risk to tenant farmer; crop share shares risk + reward between landlord + tenant. Cash rent typically ranges $150-$400/acre for Midwest commodity row crop; varies significantly by soil productivity, irrigation, location. USDA NASS publishes annual cash rent statistics by county.

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