Saturday, August 22, 2026

Using precision fermentation to create proteins

Cultured milk production process


Precision fermentation is a biotechnology process that uses genetically engineered microbes—such as yeast, bacteria, or fungi—as “cell factories” to produce specific proteins (like dairy, egg, or meat proteins) with high efficiency and purity, without needing animals [1][2][3]. It’s the same recombinant-DNA platform long used to make insulin, now applied at scale to food and ingredient production [3][4].

How it works

The workflow typically follows these steps:

  • Strain design: Scientists identify the gene for the target protein (e.g., whey, casein, ovalbumin, collagen) and insert it into a microbial host using tools like CRISPR and metabolic engineering [2][5].
  • Fermentation: The engineered strain is grown in controlled bioreactors on defined media (sugars, nitrogen, salts). Under induction, the microbe secretes or accumulates the target protein [6][3].
  • Harvest and purification: Cells are separated from the broth; the protein is concentrated and purified via filtration and chromatography to >90% purity, then spray-dried into a standardized powder [6][5].
  • Application: The ingredient is tested and formulated into foods (cheese, yogurt, protein shakes) or other products [6].

What proteins are being made

Precision fermentation now produces a growing set of bioidentical animal proteins and functional ingredients:

  • Dairy proteins: whey (e.g., β‑lactoglobulin), caseins for cheese and yogurt functionality [7][4].
  • Egg proteins: ovalbumin and other egg-white proteins for baking and foaming [3][8].
  • Structural and flavor proteins: collagen, heme, and enzymes that improve texture and taste in alternative meats and dairy [3][5].
  • Other high-value molecules: vitamins, human milk oligosaccharides (HMOs), and specialty enzymes [1][5].

Why it matters: benefits and trade-offs

Benefits

  • Resource efficiency: Compared to conventional animal agriculture, precision fermentation can reduce greenhouse gas emissions by ~91–97%, blue water use by ~96–99%, and land use by ~78–90% in supporting studies [9].
  • Consistency and scalability: Controlled bioreactors yield homogeneous, high-purity ingredients with tight quality control and the potential for rapid scale-up [10][2].
  • Animal-free and novel functionality: Enables dairy- and egg-like performance without animals, and can create ingredients difficult to source conventionally [2][11].

Challenges and caveats

  • Energy intensity: Fermentation facilities can be highly energy-intensive; if powered by fossil fuels, this can offset some emissions gains [12].
  • Feedstock sourcing: Using sugar or starch crops may replicate land-use or biodiversity pressures unless waste streams or non-food feedstocks are used [12].
  • Regulatory and cost barriers: Time-consuming approvals and expensive production remain hurdles; investors now expect clearer paths to cost parity and performance [13].
  • GMO waste management: When genetically modified organisms are used, waste streams must be managed under strict regulatory requirements, limiting reuse options [12].

Market momentum

The sector has moved from producing inputs and ingredients (circa 2015) to complex bioidentical proteins, flavors, and fats by 2025–2026, with notable commercial activity in animal-free dairy and egg proteins [14][8]. A 2025 market snapshot shows whey and casein proteins as the largest ingredient segment (~32% share) within a multi‑billion‑dollar precision fermentation market.



  • https://pmc.ncbi.nlm.nih.gov/articles/PMC12969702/  
  • https://cris.msu.edu/news/precision-fermentation-overview/    
  • https://veganism.wiki/precision-fermentation/     
  • https://biocuriosity.org/2026/01/30/precision-fermentation/  
  • https://en.bioecon.ru/technology/precision-fermentation/    
  • https://www.vivici.com/insights/precision-fermentation-precisely-done-how-vivici-is-changing-the-game-of-functional-protein   
  • https://gfi.org/science/the-science-of-fermentation/deep-dive-fermentation-protein-ingredients-and-food-functionality/ 
  • https://www.betterbioeconomy.com/p/issue-150  
  • https://earth911.com/food-beverage/how-precision-fermentation-could-rewrite-milks-climate-equation/ 
  • https://pmc.ncbi.nlm.nih.gov/articles/PMC12939561/ 
  • https://sciety.org/articles/activity/10.3390/fermentation10060315 
  • https://research.csiro.au/aeb/rethinking-the-future-of-food-what-a-new-csiro-study-reveals-about-biomanufacturings-sustainability/   
  • https://www.foodnavigator.com/Article/2026/06/29/precision-fermentation-are-investors-still-interested/ 
  • https://www.foodnavigator.com/Article/2026/06/23/fermentation-and-cultivated-ingredients-trends-challenges-and-growth/ 
  • https://www.scribd.com/document/905570634/Precision-Fermentation-a-Future-of-Food-in-Australia 

Calculate cost per kilometre for electricity used to drive an average family car being charged in the home garage in Alberta

Ev Charger Images – Browse 150,240 Stock Photos, Vectors ...Electric car plugged in outside house Electric car plugged in outside house on street with a sunset ev charging stock pictures, royalty-free photos & images


Using a representative 17 kWh per 100 km and an Alberta electricity energy rate of about 12.06¢/kWh, the electricity-only cost is:

[Cost per km \frac{17\ kWh}{100\ km}\times $0.1206/kWh

$0.0205/km]

Estimated cost

About 2.1¢ per kilometre, or approximately:

  • $2.05 per 100 km
  • $20.50 per 1,000 km
  • $410 per 20,000 km

The 17 kWh/100 km estimate is representative of real-world mixed driving; typical electric cars may use roughly 12–20 kWh/100 km. Calgary’s regulated residential electricity energy rate is currently approximately 12.06¢/kWh, although competitive plans may be lower.[1][2]

Range by vehicle efficiency

Vehicle consumption

Electricity-only cost

14 kWh/100 km

1.7¢/km

17 kWh/100 km

2.1¢/km

20 kWh/100 km

2.4¢/km

22 kWh/100 km

2.7¢/km


Including charging losses

Home charging typically requires somewhat more electricity from the wall than reaches the battery. Allowing for approximately 10% charging loss, the representative estimate becomes:



So a practical estimate is about 2.2–2.3¢ per kilometre, excluding fixed utility charges, taxes, vehicle depreciation, maintenance, and charger installation.


  • https://particulier.hellio.com/blog/conseils/consommation-voiture-electrique 
  • https://greenbuildingcanada.ca/alberta-electricity-rates/ 
  • https://www.reddit.com/r/electricvehicles/comments/1pbcrwj/what_is_your_real_world_power_fuel_consumption/ 
  • https://carinterior.alibaba.com/buyingguides/ev-efficiency-kwh-per-100-km-explained 
  • https://www.reddit.com/r/electricvehicles/comments/1seh59e/what_is_your_ev_kwh100_km/ 
  • https://carinterior.alibaba.com/buyingguides/ev-charging-cost-efficiency-what-to-know 
  • https://www.8760.ca/post/regulated-services-vs-competitive-contracts-alberta-energy-rates-update-august-2026 
  • https://drivesmarttools.org/kilowatt-hours-per-100-kilometers-electric-cars/ 
  • https://particuliers.engie.fr/electricite/conseils-electricite/conseils-mobilite-electrique/combien-consomme-une-voiture-electrique-comparatif.html 
  • https://www.energuide.be/en/sustainable-energy/electric-vehicles/how-much-does-an-electric-car-consume 
  • https://energy.ecoflow.com/fr/blog/consommation-voiture-electrique 
  • https://greens.org.au/wa/news/ev-energy-consumption-and-sources 
  • https://hypercharge.com/blog/how-fuel-efficient-are-evs-cost-per-distance-to-drive-electric/ 
  • https://ecofactortech.com/how-many-kilowatts-does-an-electric-car-take-when-charging/ 
  • https://drivesmarttools.org/how-many-kilowatt-hours-does-electric-car-use-per-kilometer/ 

Friday, August 21, 2026

How are water levels in the Ogallala Aquifer monitored in different states?

National Climate Assessment: Great Plains’ Ogallala Aquifer drying out

Water levels in the Ogallala (High Plains) Aquifer are monitored through a coordinated network of observation wells operated by state agencies and the U.S. Geological Survey (USGS), with measurements compiled annually into a multi-state dataset. [1][2][3] Each state uses its own well network and measurement protocols, but all contribute data to the USGS High Plains Water-Level Monitoring Study, which produces regular reports on water-level and storage changes. [2][3]

How monitoring works overall

  • Observation wells: States maintain networks of dedicated groundwater observation wells screened in the Ogallala/High Plains aquifer. [4][5]
  • Measurement frequency: Most wells are measured annually (typically in winter or early spring when pumping is low), though some are measured more frequently or continuously with automated loggers. [2][5][6]
  • Data coordination: The USGS assembles water-level measurements from all eight states (Colorado, Kansas, Nebraska, New Mexico, Oklahoma, South Dakota, Texas, Wyoming) and maps changes from predevelopment (~1950) to the present. [2][3]
  • Reporting: Results are published in periodic USGS reports and made available through online data portals such as the National Ground-Water Monitoring Network (NGWMN) and state databases. [7][8][1]

State-by-state monitoring approaches

State

Lead agency / program

Typical methods & notes

Colorado

Colorado Division of Water Resources / DNR

Contributes observation-well data to USGS; wells measured periodically and included in High Plains aquifer reports. [9][3]

Kansas

Kansas Geological Survey (KGS)

Maintains a large cooperative water-level network; hundreds of wells (including Ogallala) reported to NGWMN with depth-to-water and construction data. [10][8][6]

Nebraska

Nebraska Department of Natural Resources & USGS Nebraska Water Science Center

Extensive well network; USGS Nebraska leads the High Plains Water-Level Monitoring Study and compiles multi-state data. [2][3]

New Mexico

New Mexico Office of the State Engineer (NMOSE)

Provides Ogallala well data to regional databases; included in USGS multi-state compilations. [3][6]

Oklahoma

Oklahoma Water Resources Board (OWRB)

Measures static water levels annually in Ogallala Panhandle wells since the 1960s; some wells have continuous 1‑hour recorders. [9][5]

South Dakota

SD Department of Environment & Natural Resources (DENR); Rosebud Sioux Tribe

DENR operates dozens of Ogallala observation wells measured since the late 1970s–early 1980s; the Tribe monitors additional wells, some in real time via satellite links. [4]

Texas

Texas Water Development Board (TWDB)

Maintains Ogallala well data; uses automated groundwater loggers at some sites providing hourly data. [9][6]

Wyoming

State groundwater program (via USGS collaboration)

Contributes Ogallala/High Plains well measurements to the USGS multi-state dataset. [3]


Measurement techniques

  • Manual measurements: Many observation wells are measured manually with electric tape or steel tape to record depth to water at a standard time of year. [11][5]
  • Automated loggers: Some states (e.g., Texas, Oklahoma) install pressure transducers/loggers that record water level continuously (often hourly) and transmit or download data periodically. [5][6]
  • Well construction standards: Monitoring wells are typically installed following USGS or state protocols (e.g., PVC casing, screened across the water table) to ensure representative aquifer measurements. [11]

Where the data live

  • USGS High Plains Water-Level Monitoring Study: Central hub for multi-state water-level and storage-change maps and reports. [2][3]
  • National Ground-Water Monitoring Network (NGWMN): Real-time portal pulling well construction, depth-to-water, and water-quality data from federal, state, and local sources, including many Ogallala wells. [7][8]
  • State databases: E.g., KGS (Kansas), TWDB (Texas), OWRB (Oklahoma), SD DENR, etc., each providing downloadable well data and sometimes interactive maps. [10][8][4][6]

If you’d like, I can pull specific well IDs or data portals for a particular state or county you’re working in.


  • https://www.ngwa.org/detail/news/2024/02/21/usgs-publishes-high-plains-aquifer-report  
  • https://ne.water.usgs.gov/projects/HPA/index.html      
  • https://ne.water.usgs.gov/ogw/hpwlms/        
  • http://ogallalawater.org/wp-content/uploads/2018/04/SD_WhitePaper_Summit4.2018.pdf   
  • https://www.owrb.ok.gov/studies/groundwater/pdf/2023-01-Hydrologic-Investigation-Report-of-the-Ogallala-Aquifer-in-Roger-Mills-County-Oklahoma-2020.pdf     
  • https://kushal-adhikari.com.np/documents/groundwater-database-for-kansas-new-mexico-oklahoma-and-texas.pdf      
  • https://www.usgs.gov/apps/ngwmn/index.jsp  
  • https://www.kgs.ku.edu/Publications/OFR/2023/OFR2023-60.pdf    
  • https://oklahoma.gov/content/dam/ok/en/owrb/documents/science-and-research/hydrologic-investigations/ogallala-panhandle-water-level-changes-1982-2022.pdf   
  • https://www.usgs.gov/apps/ngwmn/provider/KSGS/site/392303101095401/  
  • https://pubs.usgs.gov/fs/2000/0009/report.pdf  
  • https://pubs.usgs.gov/ds/456/pdf/DS456.pdf 
  • https://catalog.data.gov/?keyword=Ogallala+aquifer 
  • https://catalog.data.gov/dataset?tags=ogallala-aquifer 
  • https://cida.usgs.gov/ngwmn/doc/ProjectReports/Oklahoma_FinalReport_G21AC10478.pdf