Journal

Research notes & field perspectives.

Our hub for snowmaking advancements, polymer discovery, and operator insights.

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DeepSnow

Mitchell McLennan

Snowmaking and Drought: Making More Snow With Less Water

Snowmaking demand is projected to rise 55-97% by 2050 in tightening catchments. Which water levers actually reduce draw — and which just move it.

DeepSnow

Mitchell McLennan

The 17% Line Item: Snowmaking's Grip on Resort P&Ls

Snowmaking is ~17% of daily opex at large Swiss resorts and front-loaded into the months before revenue. What the line item contains and which levers move it.

DeepSnow

Mitchell McLennan

REACH and Snowmaking Polymers: Why Polymers Are Registration-Exempt

Polymers are exempt from REACH registration under Article 2(9) — their monomers carry the burden. Why "REACH-approved" is not a thing, and what does apply.

DeepSnow

Mitchell McLennan

TSCA Polymer Exemption Explained for Snowmaking Additives

Does a US snowmaking additive need EPA approval? How the 40 CFR 723.250 polymer exemption works, and why an anionic PFAS-free polymer is a candidate.

DeepSnow

Mitchell McLennan

How Snowmaking Additives Are Dosed: Understanding PPM

How ppm dosing works for snowmaking additives: 1 ppm is about 1 gram per cubic metre. A polymer additive doses at 6–7.6 ppm, metered upstream of the guns.

DeepSnow

Mitchell McLennan

How to Reduce Snowmaking Costs Without Reducing Coverage

Cut snowmaking cost per cubic metre — not output. The five levers: wet-bulb timing, pumps, automation, water reclamation, and additive chemistry.

DeepSnow

Mitchell McLennan

How to Evaluate a Snowmaking Additive for Your Operation

A snowmaking manager's checklist for evaluating an additive: regulatory fit, chemistry, dosing, wet-bulb gain, safety, and value-based pricing — in order.

DeepSnow

Mitchell McLennan

What One Extra Open Day Is Worth to a Ski Resort

An extra open day is worth what its date commands — peak-holiday days are a large multiple of shoulder days. Why the average misleads, and why it points to value-share pricing.

DeepSnow

Mitchell McLennan

Extend Your Ski Season: How Snowmaking Adds Open Days

Snowmaking extends a ski season at both ends — earlier openings and spring durability — by converting marginal wet-bulb hours into open days. How it works, and where the limits are.

DeepSnow

Mitchell McLennan

Biological vs Chemical Snowmaking Additives: Mechanism and Regulatory Pathway

Biological additives (Snomax) nucleate ice; polymer additives nucleate and inhibit recrystallization. The two chemistries diverge on mechanism, snow quality, and regulatory pathway.

DeepSnow

Mitchell McLennan

Why Austria and Bavaria Prohibit All Snowmaking Additives

Austria and Bavaria bar all snowmaking additives — biological and polymer alike — under water-protection law. Not an EU ban: a regional 'water only' rule, explained honestly.

DeepSnow

Mitchell McLennan

Will Ski Resorts Survive Climate Change? What the 2050 Data Shows

The peer-reviewed data on snow reliability, resort risk, and why snowmaking is the decisive adaptation - François 2023, Spandre, Abegg, IPCC, read straight.

DeepSnow

Mitchell McLennan

How Much Water Does Snowmaking Use? Per Acre-Foot and Per Hectare

Snowmaking uses ~2,900-4,000 m3 of water per hectare per season (~1 acre-foot per acre). Where it goes, why most returns to the watershed, and how to use less.

DeepSnow

Mitchell McLennan

Snomax and Pseudomonas syringae: The Science, the Safety Debate, and the Moratoria

How Snomax works: inactivated Pseudomonas syringae and its ice-nucleation protein, what the risk assessments really found, and where it is restricted.

DeepSnow

Mitchell McLennan

Is Polyacrylamide Biodegradable? An Honest Look for Snowmaking

No - polyacrylamide is not readily biodegradable. But it is non-bioaccumulative, low-toxicity, and dosed at ppm. The honest environmental profile, for snowmaking.

DeepSnow

Mitchell McLennan

How Much Electricity Does Snowmaking Use?

Austrian snowmaking uses ~281 GWh a season and can be half a resort's early-season power bill. Where the energy goes, why it rises in warm spells, and how to cut it.

DeepSnow

Mitchell McLennan

Snowmaking Additive vs All-Weather Snow Machine: An Economics Comparison

All-weather machines make snow at any temperature but use 6-65 kWh/m3. A polymer additive widens the window of your existing guns at ppm cost. The economics, compared.

DeepSnow

Mitchell McLennan

Snowmaking Additive Rules Country-by-Country: France, Austria, Germany, Italy, Switzerland, US

There is no EU-wide ban on snowmaking additives. A country-by-country reference: where additives are prohibited, discontinued, or permitted — and why.

DeepSnow

Mitchell McLennan

How to Make Snow at Warmer (Marginal) Temperatures

Too warm to make snow usually means too warm for the guns as run. The operator playbook for the marginal wet-bulb window - and where the hard limit sits.

DeepSnow

Mitchell McLennan

How Much Does Snowmaking Cost? A Cost-Per-Acre-Foot Breakdown

Snowmaking cost is dominated by energy, not water, and it rises sharply as the air warms. A sourced breakdown of the cost per acre-foot and where savings hide.

DeepSnow

Mitchell McLennan

Polymer Snowmaking Additives: How They Work and Why the Category Is Changing

What a polymer snowmaking additive is, the three jobs it can do inside a snow gun, how it differs from Snomax, and why the category is changing now.

DeepSnow

Mitchell McLennan

The Missing Fifth Lever: Chemistry as a Snowmaking Sustainability Strategy

Ski resorts cut snowmaking water and energy with four levers. There is a fifth almost nobody names: additive chemistry that lowers water and energy per m3 of snow.

DeepSnow

Mitchell McLennan

What ANSES Actually Concluded About Artificial-Snow Additives

ANSES rated artificial-snow risk 'null to negligible' and flagged source-water microbiology, not the additive. The primary document, read straight.

What Is SL6733? Inside DeepSnow's Two-Component Snowmaking Polymer

Mitchell McLennan

What Is SL6733? Inside DeepSnow's Two-Component Snowmaking Polymer

SL6733 is a two-component polymer snowmaking additive: an anionic PAM-co-acrylate plus a starch nucleant, dosed at 6–7.6 ppm for a modelled +3 °C wet-bulb advantage. What it is, how it works, and where it fits.

Is Snomax Banned in Europe? The Real Regulatory Picture

Mitchell McLennan

Is Snomax Banned in Europe? The Real Regulatory Picture

Snomax is not banned across the EU. It is restricted by national measures — discontinued in France, prohibited in Austria and Bavaria, approved in Italy, Switzerland and the US. Here's the accurate picture.

Snomax alternatives in 2026: the complete guide to snowmaking additives and the EU-compliant polymer option

Mitchell McLennan

Snomax alternatives in 2026: the complete guide to snowmaking additives and the EU-compliant polymer option

Snomax is the dominant biological snowmaking nucleator — and it is restricted across France (2005 moratorium), Austria, and Bavaria. This is the complete guide to the alternatives: how Snomax works, how the Drift surfactant compares, and how SL6733, a synthetic polymer engineered for the EU polymer exemption, addresses the regulatory gap.

Snowmaking additives in 2026: the complete guide to polymer chemistry, biological nucleators, and what is actually changing

Mitchell McLennan

Snowmaking additives in 2026: the complete guide to polymer chemistry, biological nucleators, and what is actually changing

A field guide to the snowmaking-additive category — biological nucleators, polymer-based systems, wet-bulb economics, EU regulatory framing, and what operators should evaluate when picking a chemistry.

Ice recrystallization inhibition, explained: why the polymer matters more than the nucleator

Mitchell McLennan

Ice recrystallization inhibition, explained: why the polymer matters more than the nucleator

IRI is the mechanism that controls how ice crystals grow once formed. It is why snow density, durability, and melt rate vary so much between additives. Here is the physics, the chemistry, and what makes a polymer effective at it.

DS-100 sAFGP series: how AI designs the next generation of synthetic antifreeze polypeptides

Mitchell McLennan

DS-100 sAFGP series: how AI designs the next generation of synthetic antifreeze polypeptides

DS-100 is DeepSnow's R&D-stage polypeptide chemistry — alanine/glutamate alternating, NCA polymerization, 91–94% MGS reduction at 100 µg/mL. The discovery engine is what produces it.

The DeepSnow platform: how a wet lab plus an AI polymer discovery engine produces a real product roadmap

Mitchell McLennan

The DeepSnow platform: how a wet lab plus an AI polymer discovery engine produces a real product roadmap

A field note on how DeepSnow operates: wet lab + AI discovery engine + product portfolio, vertically integrated, and what compounds when chemistry and software run in a closed loop.

Wet-bulb temperature and snowmaking: a guide for resort operators in a warming climate

Mitchell McLennan

Wet-bulb temperature and snowmaking: a guide for resort operators in a warming climate

Wet-bulb temperature is the thermodynamic ceiling of conventional snowmaking. Here is what it is, how to measure it, why a +3°C improvement is worth $2.4–2.8M EBITDA per resort per season, and how additives change the math.

EU snowmaking additive regulations in 2026: TSCA, REACH polymer exemption, and the bans on biological products

Mitchell McLennan

EU snowmaking additive regulations in 2026: TSCA, REACH polymer exemption, and the bans on biological products

A working-level reference for the regulatory frameworks that apply to snowmaking additives across the EU, Switzerland, and the US — including the active Snomax bans in Austria, France, and Bavaria.

Climate change and ski resort snowmaking risk through 2030: the +4°C scenario and what survives it

Mitchell McLennan

Climate change and ski resort snowmaking risk through 2030: the +4°C scenario and what survives it

Under the central IPCC warming scenarios, 98% of European ski resorts are at risk by 2050. Here is the climate-data structure of that risk, what season-length compression actually looks like, and which adaptation tools work.

Introducing DeepSnow: the polymer platform behind better snow

Mitchell McLennan

Introducing DeepSnow: the polymer platform behind better snow

A wet lab, an AI polymer discovery engine, and a shipping product portfolio — led by SL6733, a +3°C wet-bulb snowmaking additive.