Research and Sources

Every claim on these pages links to its source. Vendor figures are labeled as vendor figures. Prices are as of the source date and change often. Last updated Oct 28, 2026.

Virtual fencing

• Nofence, How it works and FAQ: https://www.nofence.com/en-us/how-it-works/
• Nofence, Cattle product page: https://www.nofence.com/nofence-for-cattle/product-and-pricing/?lang=en-us
• Nofence, Cellular coverage: https://www.nofence.com/knowledge-hub/articles/cell-service/
• Nofence, User guide (FCC filing): https://fccid.co/api/files/s1/2a3v8c2_usersmanual_5989669_6697d15762.pdf
• DTN, vendor pricing Q&A (Apr 2025): https://www.dtnpf.com/agriculture/web/ag/news/article/2025/04/01/virtual-fencing-ranchers-new-best
• University of Arizona, Economics of virtual fence (2025): https://extension.arizona.edu/sites/default/files/2025-03/az2117-2025.pdf
• Rangelands Gateway, vendor comparison (Oct 2025): https://rangelandsgateway.org/sites/default/files/2025-10/VF-Vendor-Comparison-10-2025.pdf
• Mizzou CAFNR virtual fence project: https://cafnr.missouri.edu/stories/no-fences-needed-gps-collars-show-virtual-fencing-is-next-frontier-of-livestock-grazing/
• Farm Progress, Missouri producer + NRCS cost-share: https://www.farmprogress.com/livestock/how-virtual-fencing-offers-young-farmers-hope-for-future

Water and distribution

• La Buvette CLEAN-FLOW 350 product page: https://www.labuvette.fr/abreuvoir-autonettoyant-clean-flow-350.html
• La Buvette CLEAN-FLOW 230/350 product sheet: https://www.traenkebecken-labuvette.de/downloads/dl/file/id/3246/A4-CLEAN-FLOW230-350-1.pdf
• La Buvette Spanish price list, Tarifa N° 112, dated Jul 23, 2026 (file name reads "Tarifa-110"; CLEAN-FLOW 350 ref. 2491 at €1,102.50 + VAT): https://www.labuvette.es/downloads/dl/file/id/3354/ES-Tarifa-110-al-10.04.2026-v110.pdf
• La Buvette press release (Sep 2024): https://www.labuvette.fr/downloads/dl/file/id/3321/Communiqu_de_presse_CLEAN-FLOW_350.pdf
• University of Kentucky Master Grazer, planning: https://grazer.mgcafe.uky.edu/planning-your-grazing-system
• Virginia Tech SPES-710, temporary water and fencing: https://www.pubs.ext.vt.edu/content/dam/pubs_ext_vt_edu/spes/spes-710/SPES-710.pdf
• NCAT, paddock design and water: https://www.ncat.org/publication/paddock-design-fencing-water-systems-and-livestock-movement-strategies-for-multi-paddock-grazing/
• Ohio State, water source sizing: https://u.osu.edu/beef/2024/05/22/prioritize-a-water-source-in-a-rotational-grazing-system/
• Journal of Soil and Water Conservation, livestock concentration areas: https://doi.org/10.2489/jswc.65.3.180
• Nutrient Cycling in Agroecosystems (2025), cattle hotspots: https://link.springer.com/article/10.1007/s10705-025-10426-4
• NRCS Watering Facility 614: https://www.nrcs.usda.gov/sites/default/files/2022-10/Watering_Facility_614_NHCP_CPS_2020.pdf
• NRCS Heavy Use Area Protection 561: https://www.nrcs.usda.gov/sites/default/files/2022-09/Heavy_Use_Area_Protection_561_CPS_9_2020.pdf

Grazing and soil

• MU Extension EQ379, managed grazing: https://extension.missouri.edu/publications/eq379
• NRCS Prescribed Grazing 528: https://www.nrcs.usda.gov/sites/default/files/2022-09/Prescribed_Grazing_528_CPS.pdf
• Rangeland Analysis Platform: https://rangelands.app/

Chickens

• Joel Salatin, Polyface model (UC ANR): https://ucanr.edu/sites/default/files/2012-04/141661.pdf
• Phillips et al. 2020, broilers and face fly larvae (Animals): https://www.mdpi.com/2076-2615/10/12/2429
• Ukkö Robotics automated barns: https://www.ukkorobotics.com/our-products/automated-barns
• Ukkö ROVA BARN 200: https://www.ukkorobotics.com/product/rova-barn-200
• Wageningen PoultryBot: https://research.wur.nl/en/publications/evaluation-of-the-performance-of-poultrybot-an-autonomous-mobile-/

Pasture to plate

• FSIS exemption guideline: https://www.fsis.usda.gov/sites/default/files/import/Compliance-Guideline-LIvestock-Exemptions.pdf
• OSU Extension EM 9345, custom-exempt FAQ: https://extension.oregonstate.edu/catalog/em-9345-frequently-asked-questions-about-using-custom-exempt-slaughter-processing
• UW-Madison Extension, direct marketing meat: https://livestock.extension.wisc.edu/articles/direct-marketing-meat-getting-started/

Processors

• LocalMeat.org processor directory (private site built from FSIS's establishment list): https://localmeat.org/
• Paradise Locker Meats: https://paradisemeats.com/pages/processing
• Nadler's Meats, custom beef: https://www.nadlersmeats.com/pages/custom-beef-processing
• Cuttin' Up Custom Meat Processing: https://leeton.cuttinupmeat.com/
• Hertzog Meat Co.: https://www.hertzogmeatco.com/process
• Powell Meat Company: https://www.powellmeatcompany.com/
• Steve's Meat Market, custom processing: https://stevesmeat.com/custom-meat-processing/
• Farview Farms Meat Company, custom butchering: https://farviewfarmsmeat.com/pages/custom-butchering
• Bronson Locker: https://bronsonlockerest1966.com/
• Bern Meat Plant: https://bernmeatplant.com/custom

Sale barns and marketing

• Iowa State Ag Decision Maker B2-36, marketing channels for stocker and feeder calves (Sep 2025): https://www.extension.iastate.edu/Agdm/livestock/pdf/b2-36.pdf
• Cattlemen's Beef Board, Checkoff collections: https://www.beefboard.org/2024/07/17/beef-checkoff-collections-throughout-the-cattle-production-cycle/
• Farmington Regional Stockyards, published charges: https://www.farmingtonregionalstockyards.com/contact-us
• Joplin Regional Stockyards, published charges: https://joplin.3nerds.com/commision_chargesscripttype.php
• Kingsville Livestock Auction: https://kingsvillelivestock.com/
• Windsor Livestock Auction: https://windsorlivestockauction.com/
• Holton Livestock Exchange: https://www.holtonlivestock.com/
• Fort Scott Livestock Market: https://fslivestock.com/auctions/
• Emporia Livestock Sales: https://emporialivestock.com/
• Superior Livestock Auction: https://superiorlivestock.com/buying-how-it-works/
• Northern Livestock Video Auction FAQ: https://www.northernlivestockvideo.com/faq
• Kansas Dept. of Agriculture, brands program: https://www.agriculture.ks.gov/divisions-programs/division-of-animal-health/brands-program
• Missouri Dept. of Agriculture, brand book: https://www.agriculture.mo.gov/animals/brandbook/
• Missouri Dept. of Agriculture, animal import rules: https://agriculture.mo.gov/animals/rules.php

Stocker plan (2027 milestone)

• MU Extension, stocker cattle (2021): https://extension.missouri.edu/news/stocker-cattle-could-add-value-to-your-operation-without-breaking-the-bank
• MU Extension G4669, tall fescue toxicosis (rev. Apr 2026): https://extension.missouri.edu/publications/g4669
• K-State C734, seasonality in steer feeding, prices and performance (1984–1994 data): https://riskmgt.uwagec.org/MarketRisk/SesonalityinSteerFeeding.pdf
• Kansas Bluestem Pasture Report 2025 (KDA/K-State/USDA NASS): https://agmanager.info/sites/default/files/pdf/BluestemReport_2025.pdf
• USDA RMA, LRP Feeder Cattle fact sheet: https://www.rma.usda.gov/sites/default/files/2024-02/LRP-Feeder-Cattle-Fact-Sheet.pdf
• Iowa State B1-50, livestock risk insurance plans: https://www.extension.iastate.edu/agdm/livestock/pdf/b1-50.pdf
• Oklahoma State OQBN, stocker/feeder health management: https://extension.okstate.edu/programs/oklahoma-quality-beef-network/site-files/docs/stocker-feeder-cattle-health-management.pdf
• Ohio BEEF Cattle Letter (UK), finishing systems: https://u.osu.edu/beef/2021/03/31/there-is-more-than-one-right-way-to-finish-a-steer/
• MU Extension, Missouri enterprise budgets: https://extension.missouri.edu/programs/agricultural-business-and-policy-extension/missouri-crop-and-livestock-enterprise-budgets

Fence law and shared grazing

• MU Extension G810, Missouri fence and boundary law (Nov 2025): https://extension.missouri.edu/publications/g810
• K.S.A. 47-122, livestock running at large: https://www.ksrevisor.gov/statutes/chapters/ch47/047_001_0022.html
• UNESCO, transhumance: https://ich.unesco.org/en/RL/transhumance-the-seasonal-droving-of-livestock-01964
• USDA Forest Service, National Grasslands primer: https://www.fs.usda.gov/grasslands/documents/primer/NG_Primer.pdf
• 36 CFR 222.7, cooperation in management (grazing associations): https://www.ecfr.gov/current/title-36/chapter-II/part-222/subpart-A/section-222.7
• K-State, virtual fencing in 2026 (vendor tables): https://www.k-state.edu/news/beef-tips/articles/2026/08/virtual-fencing-where-we-started-and-where-we-are-in-2026.html
• Halter Series E announcement (Mar 2026): https://www.halterhq.com/en-us/news/halter-raises-220m-in-series-e-to-accelerate-global-expansion-of-virtual-fencing
• Halter features: https://www.halterhq.com/new-features
• Drone herding study, Applied Animal Behaviour Science (2023): https://doi.org/10.1016/j.applanim.2023.106089

AI and the beef industry

• USDA NASS, Cattle (Jan 30, 2026): https://release.nass.usda.gov/reports/catl0126.pdf
• USDA ERS, meatpacking concentration (Jan 2024): https://www.ers.usda.gov/amber-waves/2024/january/concentration-in-u-s-meatpacking-industry-and-how-it-affects-competition-and-cattle-prices
• USDA ERS, farm labor: https://www.ers.usda.gov/topics/farm-economy/farm-labor
• AgriNews column on negotiated cash trade (R-CALF USA; advocacy source citing USDA): https://www.agrinews-pubs.com/community-contributed/2026/10/16/the-shrinking-cash-cattle-market-why-it-matters-to-every-producer/
• USDA AMS, carcass instrument grading: https://www.ams.usda.gov/grades-standards/beef/ntt-carcass-documents
• Frontiers in Robotics and AI (2025), robotic and automated meat processing review: https://www.frontiersin.org/journals/robotics-and-ai/articles/10.3389/frobt.2025.1578318/full
• Frontiers in Animal Science (2022), machine learning for early BRD detection in calves: https://www.frontiersin.org/journals/animal-science/articles/10.3389/fanim.2022.852359/full

Other ranch tech I'm watching

• EID ear tags are now required for official ID of covered cattle moving interstate (USDA APHIS rule, effective Nov 5, 2024): https://www.federalregister.gov/documents/2024/05/09/2024-09717/use-of-electronic-identification-eartags-as-official-identification-in-cattle-and-bison
• Cloud herd records (example: CattleMax pricing): https://www.cattlemax.com/pricing
• Remote water-level monitors and cell cameras (Nebraska Extension overview): https://beef.unl.edu/beefwatch/2024/modern-water-monitoring-technology-ranch/
• Pasture, Rangeland, Forage insurance (USDA RMA): https://www.rma.usda.gov/sites/default/files/2024-02/Pasture-Rangeland-Forage-Pilot-Insurance-Program-Fact-Sheet.pdf
• Genomic testing of replacement heifers (UW-Madison Extension): https://livestock.extension.wisc.edu/files/2024/10/SelectingCommercialReplacementHeifersUsingGenomics-FINAL-pdf.pdf

Lameness and gait detection

• Zinpro Step-Up beef lameness program: https://www.zinpro.com/performance-solutions/production-optimization-tools/step-up/
• Zinpro locomotion scoring, beef cattle (PDF): https://www.zinpro.com/wp-content/uploads/2023/04/Zinpro_Locomotion_Scoring_BeefCattle.pdf
• Anagnostopoulos et al. 2023, CattleEye validation, Frontiers in Veterinary Science: https://www.frontiersin.org/journals/veterinary-science/articles/10.3389/fvets.2023.1111057/full
• CattleEye pricing (UK): https://cattleeye.com/en-gb/buy
• Fortune (2025), CattleEye profile: https://fortune.com/2025/06/26/ai-farming-cows-cattleeye-health-environment/
• Journal of Dairy Science (2024), camera lameness technology vs. hoof trimming data: https://www.journalofdairyscience.org/article/S0022-0302(24)01017-8/fulltext
• Journal of Dairy Science (2025), automated 2D imaging lameness detection: https://www.journalofdairyscience.org/article/S0022-0302(25)00084-0/fulltext
• Scientific Reports (2024), single side-view camera lameness detection: https://www.nature.com/articles/s41598-024-64664-7
• Scientific Reports (2025), video deep learning and public 50-clip dataset: https://www.nature.com/articles/s41598-025-29118-8
• Russello et al. (2024), pose estimation and locomotion traits: https://doi.org/10.1016/j.compag.2024.109040
• Abdul Jabbar, 3D video early lameness detection (UWE thesis): https://uwe-repository.worktribe.com/output/877245/3d-video-based-detection-of-early-lameness-in-dairy-cattle
• Dawson et al., U. of Illinois, 3D imaging of beef steers: https://plf.tennessee.edu/wp-content/uploads/sites/229/2024/01/Hind-leg-angle-and-step-length-measured-by-3-D-imaging-account-for-variance-of-locomotion-score-and-growth-performance-of-cattle-in-slatted-feeding-facilities.pdf
• Sheng et al. (2025), crowd-sourced lameness hierarchy: https://doi.org/10.1016/j.compag.2025.110206 (data: https://doi.org/10.5683/SP3/QF1VTK)
• University of Sydney pairwise locomotion dataset: https://hdl.handle.net/2123/23647
• Wageningen keypoint dataset (GitHub): https://github.com/hrussel/lstm-lameness-detection
• CowScreeningDB (GitHub): https://github.com/Shahid-Ismail/CowScreeningDB-A-public-database-for-lameness-detection
• Animals (2022), ear-tag accelerometer for BRD in calves: https://doi.org/10.3390/ani12091093
• Preventive Veterinary Medicine (2021), accelerometer and GPS lameness on pasture: https://www.sciencedirect.com/science/article/abs/pii/S0167587721001276

Local help (Kansas City area)

• MU Extension county-office finder: https://extension.missouri.edu/locations
• NRCS service center locator: https://www.nrcs.usda.gov/contact/find-a-service-center

Cattle marketplaces and payment protection

• Superior Livestock Auction terms: https://superiorlivestock.com/terms-conditions/
• Western Video Market weigh-up contract: https://wvmcattle.com/contract_blank/weigh
• Northern Livestock Video Auction FAQ: https://www.northernlivestockvideo.com/faq
• DV Auction services and pricing: https://www.dvauction.com/pages/competitive-advantage
• LMA Auctions FAQ: https://lmaauctions.com/faq/
• CattleUSA: https://www.cattleusa.com/
• The Cattle Range listing terms: https://www.cattlerange.com/pages/help/tnc/
• 9 CFR 201.42, custodial accounts: https://www.ecfr.gov/current/title-9/chapter-II/part-201/subpart-H/section-201.42
• 9 CFR 201 Subpart G, bonds: https://www.ecfr.gov/current/title-9/chapter-II/part-201/subpart-G
• USDA AMS, market agency requirements: https://www.ams.usda.gov/rules-regulations/packers-and-stockyards-act/regulated-entities/market-agency
• MDA, livestock markets and dealer registration: https://www.agriculture.mo.gov/animals/markets/
• K.S.A. 47-1805, Kansas livestock dealer registration: https://www.kslegislature.gov/b2025_26/laws/047_000_0000_chapter/047_018_0000_article/047_018_0005_section/047_018_0005_k/
• KDA large animal forms (dealer registration): https://www.agriculture.ks.gov/licenses/animal-health-forms-and-applications/large-animal-forms-and-applications

Hay and stored grass

• MDA Hay Directory: https://apps.mda.mo.gov/haydirectory
• USDA AMS Missouri Direct Hay Report: https://www.ams.usda.gov/mnreports/ams_2929.pdf
• USDA AMS Kansas Direct Hay Report: https://www.ams.usda.gov/mnreports/ams_2885.pdf
• KDA market reports: https://www.agriculture.ks.gov/kansas-agriculture/economic-reports-and-studies/market-reports-and-releases
• MU Soil and Plant Testing Lab fees: https://extension.missouri.edu/programs/soil-and-plant-testing-laboratory/spl-submit-samples/spl-tests-fees
• MU Ag Connection (Oct 2023), hay sampling: https://agebb.missouri.edu/agconnection/newsletters/pdf/agconnection_October2023.pdf
• MU Ag Connection (Apr 2026), baleage: https://agebb.missouri.edu/agconnection/newsletters/pdf/agconnection_April2026.pdf
• MU G4575, making and storing quality hay: https://extension.missouri.edu/publications/g4575
• MU Extension, tips to reduce hay loss: https://extension.missouri.edu/news/mu-extension-offers-tips-to-reduce-hay-loss
• forages.org, big bale storage losses: https://forages.org/Resources/Big-Bale-Storage-Losses.pdf
• MU Extension (2024), stockpiling tall fescue: https://extension.missouri.edu/news/stockpile-tall-fescue-to-save-on-labor-cost-and-time
• MU Extension, begin stockpiling fescue mid-August: https://extension.missouri.edu/news/begin-stockpiling-fescue-mid-august
• MU Extension, hay nutrients and bale grazing: https://extension.missouri.edu/news/high-nitrogen-prices-force-a-closer-look-at-the-numbers