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Training & longevity

Calorie burn in outdoor sports: from hiking to ski touring

Thorsten·
Mar 13, 2026
·
14 min read
Calorie burn in outdoor sports: from hiking to ski touring

Calorie burn in outdoor sports: from hiking to ski touring

Which sport burns the most calories? An overview of MET data, influencing factors and the afterburn effect.

The MET system: how calorie burn is measured

How do you measure whether cross-country skiing burns more calories than hiking? The answer is MET: Metabolic Equivalent of Task. One MET corresponds to energy expenditure at rest, around 1 kcal per kilogram of body weight per hour.

The rule of thumb is simple: kcal/h = MET × body weight (kg). If you weigh 80 kg and do a sport with a MET value of 8, you burn around 640 kcal per hour.

The most important source for MET values is the 2024 Compendium of Physical Activities, the third major update since 1993. The researchers screened more than 32,000 abstracts and extracted 2,356 energy-expenditure values from 701 studies. The result: 1,114 activities, 912 of them with MET values measured by calorimetry. Compared with the 2011 update, 303 new activities were added, including differentiated values for hiking at different gradients and with different pack weights for the first time.

The big sports comparison

Calorie burn by sport (per hour)

Sport
Source: 2024 Compendium
Hiking
Intensity
Flat terrain, easy
MET
3.5–5.3
70 kg
245–371
80 kg
280–424
90 kg
315–477
Sport
Source: 2024 Compendium
Hiking
Intensity
Cross-country, moderate
MET
6.0
70 kg
420
80 kg
480
90 kg
540
Sport
Source: 2024 Compendium
Hiking
Intensity
Steep uphill, heavy pack
MET
7.8–9.0
70 kg
546–630
80 kg
624–720
90 kg
702–810
Sport
Source: 2024 Compendium
Trail running
Intensity
Cross-country
MET
9.0
70 kg
630
80 kg
720
90 kg
810
Sport
Source: 2024 Compendium
Trail running
Intensity
Uphill, steep
MET
10–12
70 kg
700–840
80 kg
800–960
90 kg
900–1,080
Sport
Source: 2024 Compendium
Ski touring
Intensity
Ascent, moderate
MET
8–10
70 kg
560–700
80 kg
640–800
90 kg
720–900
Sport
Source: 2024 Compendium
Cross-country skiing
Intensity
Moderate (6–8 km/h)
MET
8.5
70 kg
595
80 kg
680
90 kg
765
Sport
Source: 2024 Compendium
Cross-country skiing
Intensity
Fast (8–13 km/h)
MET
11.3
70 kg
791
80 kg
904
90 kg
1,017
Sport
Source: 2024 Compendium
Cross-country skiing
Intensity
Racing, max.
MET
15.5
70 kg
1,085
80 kg
1,240
90 kg
1,395
Sport
Source: 2024 Compendium
Cycling
Intensity
15–20 km/h
MET
6.8–8.0
70 kg
476–560
80 kg
544–640
90 kg
612–720
Sport
Source: 2024 Compendium
Mountain biking
Intensity
Uphill, intense
MET
14.0
70 kg
980
80 kg
1,120
90 kg
1,260
Sport
Source: 2024 Compendium
Climbing
Intensity
Rock, moderate to difficult
MET
7.3–8.0
70 kg
511–560
80 kg
584–640
90 kg
657–720
Sport
Source: 2024 Compendium
Swimming
Intensity
Front crawl, moderate
MET
8.0–9.8
70 kg
560–686
80 kg
640–784
90 kg
720–882

13 Einträge in der Vergleichstabelle

Cross-country skiing and ski touring lead the field, but intensity makes the difference
Infographic: comparison of calorie burn across different outdoor sports

A closer look: what sets each sport apart

Hiking: the underestimated calorie burner

In terms of calorie burn per hour alone, hiking sits in the middle of the pack. But on steep ascents with a heavy pack, it can match the figures of many intense sports. For the first time, the 2024 Compendium makes granular distinctions: flat terrain with a light daypack comes in at 3.5 MET, moderate cross-country hiking at 6.0 MET and mountain hiking with a 10+ kg backpack at 7.8 MET. Steep ascents (11–20% gradient) reach 8.8 MET.

As a rule of thumb, add 100–150 kcal per 100 metres of elevation gain to the baseline 350 kcal/h when climbing. A hut-to-hut hike with 1,000 metres of elevation gain can therefore quickly burn 800+ kcal, comparable to an hour of jogging.

Cross-country skiing: the calorie-burning machine

Cross-country skiing is considered one of the most calorie-intensive sports of all, and for good reason: your arms and legs work at the same time. A comparative study by Scheiber et al. found that around 2.5 hours of alpine skiing are needed to match the energy expenditure of just one hour of cross-country skiing.

At a moderate pace (6–8 km/h), calorie burn is 595–680 kcal/h (70–80 kg). Those who have mastered the skating technique and push the pace can reach 13.3 MET, comfortably exceeding 1,000 kcal/h. In race mode (15.5–16.5 MET), peak values of more than 1,300 kcal/h have been documented.

Ski touring: maximum calorie burn on the ascent

Ski touring is among the most energy-intensive outdoor activities. The landmark study by Tosi, Leonardi & Schena provided the first quantitative description: at a self-selected speed on a 21% incline, energy expenditure is 10.6 J/kg/m, higher than for hiking or snowshoeing.

A moderate ascent burns 400–700 kcal/h. On intense climbs through deep snow and steep terrain, more than 1,000 kcal/h is realistic. One important factor is pace: increasing speed raises energy expenditure proportionally, with a 10% increase in pace costing around 3.2% more energy.

Ski touring in steep terrain with a backpack: one of the highest calorie burns of any outdoor sport
Ski tourer ascending steeply through powder snow in cold winter conditions

The five biggest influencing factors

A sport’s MET value tells only half the story. Five factors can push your actual calorie burn up by as much as 55%, or leave it significantly lower than expected when conditions are favourable.

Elevation gain

+100–350 kcal

For every 300 metres of elevation gained, calorie burn rises by 80–350 kcal depending on the steepness. Descending uses 30–40% less energy, but places greater demands on the muscles through eccentric work than walking on level ground.
Fewer details

Cold

+34%

According to one study, hiking at –5 to –9 °C burns 34% more calories than at 12 °C. Thermogenesis, shivering and activated brown adipose tissue are the main drivers.
Fewer details

Pack weight

+10–55%

A 5 kg backpack = +10–12% energy expenditure. 15 kg = +27–33%. 23+ kg = +45–55%. For every percentage point of additional body weight, energy demand rises by around 1.7%.
Fewer details

Terrain type

×1.0–3.5

The Pandolf equation uses a terrain factor: tarmac = 1.0, gravel = 1.2, light terrain = 1.5, heavy sand = 2.0, swamp = 3.5. Rough terrain can easily double energy expenditure.
Fewer details

Altitude

from 1,500 m

From around 1,500–2,000 m, energy expenditure rises due to elevated heart and breathing rates in thinner air. VO₂max drops by 20–30% at 3,300 m, meaning the body is working harder in relative terms.
Fewer details

The afterburn effect: burning calories after exercise

After intense training, your body does not simply stop burning calories. EPOC (excess post-exercise oxygen consumption) describes the increased oxygen consumption after exercise, while your body restores ATP and creatine phosphate stores, breaks down lactate and regulates body temperature.

Research shows a clear dependence on intensity: a light 30-minute session provides an additional 15–33 kcal. An intense 60-minute session at 70–75% VO₂max, on the other hand, delivers 76–165 kcal over up to 7.5 hours. The peak value: after a 45-minute intense cycling session, participants burned an additional 190 kcal over 14 hours.

For outdoor athletes, this means that a ski tour with alternating steep ascents, essentially natural interval training, produces a significantly greater afterburn effect than a moderate walk of the same duration.

Intensity & duration
Light, 30 min (60% VO₂max)
Additional kcal
15–33
EPOC duration
~2 h
Intensity & duration
Moderate, 45 min (70% VO₂max)
Additional kcal
49–74
EPOC duration
~3.5 h
Intensity & duration
Intense, 60 min (70–75% VO₂max)
Additional kcal
76–165
EPOC duration
~7.5 h
Intensity & duration
Very intense, 80 min
Additional kcal
130–162
EPOC duration
up to 24 h
Intensity & duration
HIIT / intervals
Additional kcal
up to 190
EPOC duration
up to 14 h

Practical example: calculating a ski tour in full

How much energy does a long ski tour really require? Let’s work it out:

  1. 1

    Determine the base MET

    Moderate ski touring ascent = MET 10.0. At 80 kg: 800 kcal/h.

  2. 2

    Calculate the backpack adjustment

    15 kg on 80 kg = 18.75% additional weight. Factor: 1.71 × 18.75% = +32%. New base: 1,056 kcal/h.

  3. 3

    Add the cold-weather adjustment

    At –5 °C, conservatively add +15% for thermogenesis. This gives 1,214 kcal/h.

  4. 4

    Multiply by ascent time

    4 hours × 1,214 kcal/h = 4,856 kcal for the ascent alone.

  5. 5

    Add descent and breaks

    1.5 h descent (420 kcal/h) + 0.5 h breaks (100 kcal/h) = 680 kcal.

  6. 6

    Add EPOC and basal metabolic rate

    ~250 kcal afterburn effect + ~1,900 kcal basal metabolic rate = total daily energy expenditure: around 7,700 kcal.

Which sport suits your goal?

Scenario 1
If

If you want to burn the maximum calories per hour

Then

choose cross-country skiing (skating technique) or intense ski touring, as both exceed 1,000 kcal/h

Scenario 2
If

If you want to train gently on your joints

Then

swimming or cycling is ideal, with high energy expenditure and no impact loading

Scenario 3
If

If you want to be outdoors without much equipment

Then

hiking with elevation gain is surprisingly effective, with 800+ kcal/h on steep ascents

Scenario 4
If

If you want to maximise the afterburn effect

Then

focus on changing intensities, such as trail running with uphill sections or interval training outdoors

Scenario 5
If

If you want to track your energy expenditure accurately

Then

combine a GPS watch (elevation gain, pace) with the MET formula – this is more accurate than most watch algorithms

Calculate heart rate zones

Your training zones determine how much energy you use at each intensity.

FAQ: The most common questions about calorie expenditure

About the author

Thorsten

CMO at SportFits · Editorial focus: evidence-based fitness, training & longevity

Thorsten writes about training, health and nutrition for the magazine, with one clear standard: content must be understandable, practical and free from hype. He draws on studies, guidelines and experience from everyday sport, takes a critical look at trends and always highlights limitations, trade-offs and alternatives. His focus is long-term performance: strength training as a foundation, sensibly dosed endurance training, effective recovery and routines that genuinely work in everyday life. His diet is pescetarian and protein-conscious, with an emphasis on satiety, energy and metabolic health. When Thorsten mentions products or brands, he does so transparently and with their practical benefit in mind. Recommendations are only made when they are professionally justified and suited to the intended use.

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