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Naismith's rule
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Naismith's rule[1][2]

Naismith's rule helps with the planning of a walking or hiking expedition by calculating how long it will take to travel the intended route, including any extra time taken when walking uphill. This rule of thumb was devised by William W. Naismith, a Scottish mountaineer, in 1892.[1][3][4] A modern version can be formulated as follows:

Allow one hour for every 3 miles (5 km) forward, plus an additional hour for every 2,000 feet (600 m) of ascent.[2][5]

Assumptions and calculations

[edit]
Pace[6] in minutes per kilometre or mile vs. slope angle resulting from Naismith's rule[7] for basal speeds of 5 and 4 km / h.[n 1]

The original Naismith's rule from 1892 says that one should allow one hour per three miles on the map and an additional hour per 2000 feet of ascent.[1][4] It is included in the last sentence of his report from a trip.[1][8]

Today it is formulated in many ways. Naismith's 1 h / 3 mi + 1 h / 2000 ft can be replaced by:

  • 1 h / 3 mi (5 km) + 1 h / 2000 ft (600 m)[2][5][9]
  • 1 h / 5 km (3 mi) + 1/2 h / 300 m (1000 ft)[10][11][12]
  • 3 mph + ½ h / 1000 ft
    5 km/h + ½ h / 300 m[13][n 2]
  • 12 min / 1 km + 10 min / 100 m[8]

The basic rule assumes hikers of reasonable fitness, on typical terrain, and under normal conditions. It does not account for delays, such as extended breaks for rest or sightseeing, or for navigational obstacles. For planning expeditions a team leader may use Naismith's rule in putting together a route card.[citation needed]

It is possible to apply adjustments or "corrections" for more challenging terrain, although it cannot be used for scrambling routes. In the grading system used in North America, Naismith's rule applies only to hikes rated Class 1 on the Yosemite Decimal System, and not to Class 2 or higher.[citation needed]

In practice, the results of Naismith's rule are usually considered the minimum time necessary to complete a route, though modern adaptations and hiking time calculators account for terrain difficulty, elevation gain, and individual fitness levels.[14]

When walking in groups, Naismith’s rule is generally applied based on the pace of the slowest member to ensure the group remains together. This adjustment accounts for variations in fitness, terrain difficulty, and rest needs among participants.[13]

Naismith's rule appears in UK statute law, although not by name. The Adventure Activities Licensing Regulations apply to providers of various activities including trekking. Part of the definition of trekking is that it is over terrain on which it would take more than 30 minutes to reach a road or refuge (by the quickest safe route), based on a walking speed of 5 kilometres per hour plus an additional minute for every 10 metres of ascent.[15]

A plot of walking speed versus slope resulting from Naismith's rule[7] and Langmuir corrections[7][16] for base speeds of 5 km/h and 4 km/h compared to Tobler's hiking function.[17][n 1]

Scarf's equivalence between distance and climb

[edit]

Alternatively, the rule can be used to determine the equivalent flat distance of a route. This is achieved by recognising that Naismith's rule implies an equivalence between distance and climb in time terms: 3 miles (=15,840 feet) of distance is equivalent in time terms to 2000 feet of climb.[18]

Professor Philip Scarf, Associate Dean of Research and Innovation and Professor of Applied Statistics at the University of Salford,[19] in research published in 2008, gives the following formula:[4]

equivalent distance = x + α·y

where:

x = horizontal distance
y = vertical distance
α = 7.92 (3 mi / 2000 ft[18][4][20]), called Naismith’s number by Scarf[18][4][20]

That is, 7.92 units of distance are equivalent to 1 unit of climb. For convenience an 8 to 1 rule can be used. So, for example, if a route is 20 kilometres (12 mi) with 1600 metres of climb (as is the case on leg 1 of the Bob Graham Round, Keswick to Threlkeld), the equivalent flat distance of this route is 20+(1.6×8)=32.8 kilometres (20.4 mi). Assuming an individual can maintain a speed on the flat of 5 km/h, the route will take 6 hours and 34 minutes. The simplicity of this approach is that the time taken can be easily adjusted for an individual's own (chosen) speed on the flat; at 8 km/h (flat speed) the route will take 4 hours and 6 minutes. The rule has been tested on fell running times and found to be reliable.[18] Scarf proposed this equivalence in 1998.[4][6]

As you can see the forward, the Scarf's assumption allows also to calculate the time for each speed, not just one as in case of the original Naismith rule.

Pace

[edit]

Pace is the reciprocal of speed. It can be calculated here from the following formula:[6][20]

p = p0·(1 + α·m)

where:

p = pace
p0 = pace on flat terrain
m = gradient uphill

This formula is true for m≥0 (uphill or flat terrain).[6][20] It assumes equivalence of distance and climb by applying mentioned earlier α factor.[4][20]

Sample calculations: p0 = 12 min / km (for 5 km / h speed), m = 0.6 km climb / 5 km distance = 0.12, p = 12 · (1 + 7.92 · 0.12) = 23.4 min / km.

Other modifications

[edit]

Over the years several adjustments have been formulated in an attempt to make the rule more accurate by accounting for further variables such as load carried, roughness of terrain, descents and fitness (or lack of it). The accuracy of some corrections is disputed,[21] in particular the speed at which walkers descend a gentle gradient. No simple formula can encompass the full diversity of mountain conditions and individual abilities.

Tranter's corrections

[edit]

Tranter's corrections make adjustments for fitness and fatigue. Fitness is determined by the time it takes to climb 1000 feet over a distance of ½ mile (800 m). Additional adjustments for uneven or unstable terrain or conditions can be estimated by dropping one or more fitness levels.

Individual fitness in minutes Time taken in hours estimated using Naismith's rule
2 3 4 5 6 7 8 9 10 12 14 16 18 20 22 24
15 (very fit) 1 1.5 2 2.75 3.5 4.5 5.5 6.75 7.75 10 12.5 14.5 17 19.5 22 24
20 1.25 2.25 3.25 4.5 5.5 6.5 7.75 8.75 10 12.5 15 17.5 20 23
25 1.5 3 4.25 5.5 7 8.5 10 11.5 13.25 15 17.5
30 2 3.5 5 6.75 8.5 10.5 12.5 14.5
40 2.75 4.25 5.75 7.5 9.5 11.5 Too much to be attempted
50 (unfit) 3.25 4.75 6.5 8.5

For example, if Naismith's rule estimates a journey time of 9 hours and your fitness level is 25, you should allow 11.5 hours.

Aitken corrections

[edit]

Aitken (1977) assumes that 1 h takes to cover 3 mi (5 km) on paths, tracks and roads, while this is reduced to 2½ mi (4 km) on all other surfaces.[5]

For both distances he gives an additional 1 h per 2000 ft (600 m) of ascent.[5] So Aitken doesn't take into account equivalence between distance and climb (proposed by Scarf in 1998[4][6]).

Langmuir corrections

[edit]

Langmuir (1984) extends the rule on descent. He assumes the Naismith's base speed of 5 km/h and makes the following further refinements for going downhill:[13][16][22]

  • For a gentle decline (slopes between 5 degrees and 12 degrees) subtract 10 minutes for every 300 meters of descent[13][16][22]
  • For a steep decline (slopes greater than 12 degrees) add 10 minutes for every 300 meters of descent[16][22]

Later he says that the fitness of the slowest member of a party should be taken into account and thus a more practical formula for a group is:[13]

See also

[edit]

Notes

[edit]

References

[edit]
[edit]
Revisions and contributorsEdit on WikipediaRead on Wikipedia

Naismith's rule

View on Grokipedia
from Grokipedia
Naismith's rule is a guideline for estimating the duration of hill walks or hikes, factoring in both horizontal distance traveled and elevation gained to aid in route planning. Developed in 1892 by Scottish mountaineer and hillwalker William Naismith, it serves as a foundational tool for outdoor enthusiasts navigating varied terrain with limited equipment. The core formula of Naismith's rule prescribes allowing one hour for every three miles (five kilometers) of forward distance, plus an additional hour for every 2,000 feet (600 meters) of ascent. This equates to approximately 19.5 minutes per mile or 12 minutes per kilometer on flat ground, with ascent time added separately to reflect the increased effort of . The rule assumes a reasonably fit walker on moderate under good conditions, excluding factors like descent, weather, or load carried. Over time, adaptations have refined the original for greater accuracy, such as Eric Langmuir's modifications in the 1980s, which reduce speed on steeper slopes and incorporate partial time for descents (e.g., subtracting 10 minutes per 300 meters of gentle downhill). Modern applications by mapping authorities like continue to employ Naismith's rule while exploring data-driven refinements for factors such as terrain steepness and user fitness to enhance and personalization (as planned since 2019). Despite these evolutions, Naismith's rule remains a staple in education and , emphasizing conservative planning to prevent underestimation of effort in remote areas.

History and Development

William W. Naismith

William Wilson Naismith (1856–1935) was a Scottish and accomplished based in the area, renowned for his endurance in long-distance walking and during the late . Born in Hamilton, , on February 28, 1856, he developed a passion for outdoor pursuits early in life, including canoeing, , and horse riding, but became his primary focus as he explored the rugged terrain of the . By his early twenties, Naismith had already demonstrated exceptional stamina; in 1879, at age 23, he completed a round-trip walk from his Hamilton home to the summit of Tinto Hill (2,320 feet), covering approximately 30 miles in a single day. Naismith's experiences in the Scottish mountains during the 1880s profoundly shaped his approach to group excursions, highlighting the challenges of coordinating pedestrian outings in variable terrain and weather. In May 1880, he ascended , Britain's highest peak, as part of early organized climbs that underscored the physical demands on participants of differing abilities. These hikes, often involving fellow enthusiasts from the region, revealed the need for reliable methods to estimate travel times, preventing overexertion or stranding in remote areas. His leadership in promoting such activities culminated in 1889 when, through a series of letters in the Glasgow Herald, he spearheaded the formation of the Scottish Mountaineering Club (SMC), the country's second-oldest mountaineering organization, serving as a key founder and advocate for systematic exploration. As a prominent figure in the SMC, Naismith organized and led numerous pedestrian excursions across the Highlands in the late 1880s, fostering a community dedicated to safe and enjoyable hill walking. These outings, which drew participants from urban centers like , emphasized practical planning amid Scotland's steep gradients and unpredictable conditions, inspiring Naismith to develop tools for better group management. In 1892, he formalized one such approach in the SMC Journal.

Original Publication in 1892

Naismith's rule made its debut in the September 1892 issue of the Scottish Mountaineering Club Journal, volume 2, where it appeared in a section titled "." The contribution was authored by William W. Naismith, a Scottish mountaineer active in the club's early years, as part of his reflections on a recent expedition in the . In the article, Naismith presented the rule with the exact wording: "an hour for every three miles on the with an additional hour for every 2000 ft of ascent." He illustrated its application using details from his 2 May 1892 outing up Cruach Ardran, Stobinian, and Ben More, covering ten miles with 6,300 feet of total climb, which took 6½ hours including short rests and aligned precisely with the formula's estimate. The framed the rule as a practical guideline specifically for "easy expeditions" undertaken by fit walkers—or "men in fair condition"—navigating the contours of the Scottish hills, emphasizing its utility for straightforward route planning without accounting for more demanding or variables.

Core Principles

Assumptions of the Rule

Naismith's rule was formulated for reasonably fit adult hikers, originally specified as "men in fair condition" undertaking moderate excursions in mountainous areas. This assumes individuals capable of maintaining a steady pace without significant fatigue over the course of the journey, focusing on those with average physical preparedness rather than elite athletes or novices. The rule applies to typical terrain, encompassing both established paths and pathless routes characterized by undulating ground in rough, non-technical environments. It presumes walking on surfaces without steep gradients, loose , dense undergrowth, or other obstacles that would impede consistent progress, effectively limiting its scope to straightforward hill walking. Notably, the original formulation excludes several real-world factors that could extend travel time, including additional duration for descents (beyond the horizontal component), scheduled rest stops, delays from navigation challenges, sections requiring or hands-on movement, encumbrance from heavy packs, and disruptions from such as high winds or poor visibility. These omissions underscore the rule's idealized nature, intended as a baseline for under benign conditions.

Basic Calculations and Formulas

Naismith's rule provides a straightforward method for estimating the time required for hill walking under typical conditions, focusing solely on horizontal and total ascent while disregarding descent. The original imperial , proposed in , states that one hour should be allowed for every three miles of forward , plus an additional hour for every 2,000 feet of ascent. This can be expressed mathematically as: t=d3+h2000t = \frac{d}{3} + \frac{h}{2000} where tt is the time in hours, dd is the horizontal distance in miles, and hh is the total ascent in feet. For users preferring metric units, a commonly used adjusts the rates to one hour for every five kilometers of distance, plus one hour for every of ascent (noting that this rounds the exact imperial equivalents of approximately 4.8 kilometers and for simplicity). This translates to the equation: t=d5+h600t = \frac{d}{5} + \frac{h}{600} with dd now in kilometers and hh in meters. The metric version maintains the same underlying assumptions as the original but facilitates calculations in regions using the International System of Units. To illustrate, consider a hike covering 6 miles (or 9.66 km) horizontally with 1,000 feet (or 305 meters) of total ascent. Applying the imperial formula yields t=63+10002000=2+0.5=2.5t = \frac{6}{3} + \frac{1000}{2000} = 2 + 0.5 = 2.5 hours. The metric calculation gives t=9.665+305600≈1.93+0.51=2.44t = \frac{9.66}{5} + \frac{305}{600} \approx 1.93 + 0.51 = 2.44 hours (minor differences arise from the approximation in unit conversions). This example highlights the rule's simplicity for planning, emphasizing that descent time is not factored in, as the original methodology assumes it does not significantly slow progress beyond the horizontal component.

Mathematical Interpretations

Scarf's Equivalence Between Distance and Climb

In 2007, Philip Scarf provided a mathematical reformulation of Naismith's rule by establishing an equivalence between vertical climb and horizontal distance, allowing for a unified of journey time in mountainous . This model treats ascent as additional effective distance, based on the insight that the time cost of mirrors that of walking on flat ground at a proportional rate. Scarf derived this equivalence through empirical analysis of records from 300 races in the 1994 British calendar, using data on horizontal distances (x in kilometers), total ascent (y in meters), and record times (t in minutes). He employed a log-normal regression model to estimate expected times, fitting the form E(ti)=g(xi+ayi)bE(t_i) = g (x_i + a y_i)^b, where a represents Naismith's number—the factor equating one unit of climb to a units of distance in time cost, g is a scaling factor for pace, and b ≈ 1.14 (males) or 1.16 (females) accounts for . For male runners, the analysis yielded a ≈ 8.6 (95% CI: 7.4–9.8; in kilometer-meter units), closely supporting the original rule's implied ratio of approximately 8 km horizontal per 1 m ascent; for female runners, a ≈ 10.6 (95% CI: 8.8–12.4), suggesting gender-specific adjustments. Scarf's work, based on competitive (faster than typical hill-walking), validates the core proportionality of the rule for time estimation in varied terrain. The practical application of Scarf's model simplifies time estimation by treating the effective distance x+ayx + a y (adjusted for b and g) as a basis for route comparisons in mountain navigation, emphasizing empirical support from running data for the climb-distance equivalence.

Resulting Pace Estimates

Naismith's rule establishes a baseline walking pace of 3 (approximately 5 kilometers per hour) on flat , assuming a fit hiker without significant load or obstacles. This pace reflects the time allocation of one hour for every three miles of horizontal distance, derived from the rule's original formulation for straightforward path conditions. When ascent is involved, the rule's time additions for elevation reduce the effective horizontal pace. Based on Scarf's equivalence model, which interprets climb as temporally equivalent to additional distance, a moderate ascent—such as around 130 feet per mile of horizontal —yields an effective pace of approximately 2.5 . This adjustment accounts for the increased effort of uphill without altering the core flat-ground assumption. These implied paces align closely with empirical observations from hill walking studies, where GPS-tracked data from over 88,000 kilometers of routes show average speeds of 2.5 to 3.1 (4 to 5 kilometers per hour) on mixed terrain with moderate slopes under 10 degrees, though speeds drop further on steeper or obstructed paths. In contrast, the rule's paces are notably slower than typical road walking speeds of 3 to 4 reported in general surveys, highlighting its specificity to uneven, hilly environments rather than level pavements.

Extensions and Modifications

Tranter's Fitness-Based Corrections

Tranter's fitness-based corrections address the original Naismith rule's assumption of uniformly fit walkers by introducing adjustments scaled to individual or group fitness levels, ensuring safer planning for hikes in the Scottish hills where varying abilities can impact and emergency margins. Developed by Scottish mountaineer Philip Tranter in , this system emphasizes practical application for leaders managing diverse participants, prioritizing conservative estimates to account for fatigue and capability differences. The core mechanism measures fitness by the time in minutes required to ascend 300 meters over an 800-meter horizontal distance, typically ranging from 15 minutes (very fit) to 50 minutes (unfit); fitter individuals (lower times) multiply the base Naismith time by a factor less than 1 to reduce estimates, while less fit (higher times) use factors greater than 1. For example, a 15-minute fitness level might reduce the base time by approximately 25 percent. This scaling allows for quick calibration, with adjustments growing nonlinearly for longer routes to simulate accumulating . In practice, for a base estimate of under Naismith's rule, a fitness level of would add about 1.8 hours, yielding a total of 10.8 hours and highlighting the need for extended buffers in less fit scenarios. Such corrections promote risk mitigation by tailoring times to the group's , fostering reliable in rugged .

Aitken's Terrain Adjustments

Aitken's adjustments to Naismith's rule introduce variations in the base walking speed to account for differences in ground surface quality, recognizing that the original rule's assumption of uniform overlooks the additional physical demands of uneven or vegetated landscapes. Specifically, Aitken recommended a base speed of 3 miles per hour (approximately 5 km/h) for good paths or roads, reducing this to 2.5 miles per hour (approximately 4 km/h) on rough ground or heather, while maintaining the standard ascent allowance of 1 hour per 2,000 feet. These modifications were proposed in 1977 as part of broader considerations for wilderness navigation in . The rationale behind Aitken's adjustments stems from the increased energy expenditure required to traverse irregular surfaces, such as rocky outcrops or dense vegetation, which slow progress beyond what the original rule anticipates for level ground. By differentiating speeds based on type, the adjustments provide a more realistic estimate for hikes involving off-path travel, where footing instability and navigation demand greater effort and time. This approach refines the rule without altering the ascent component, focusing solely on horizontal movement impacts. For instance, on a 3-mile hike with 1,000 feet of ascent, Aitken's adjustments yield an estimated time of approximately 1.7 hours for rough ground (3 miles at 2.5 mph taking 1.2 hours, plus 0.5 hours for ascent), compared to 1.5 hours on good paths (3 miles at 3 mph taking 1 hour, plus 0.5 hours for ascent). This example illustrates how terrain quality can add approximately 13% more time to a route, emphasizing the need for pre-hike assessment of path conditions.

Langmuir's Descent and Slope Corrections

Eric Langmuir extended Naismith's rule in his 1984 book Mountaincraft and Leadership by introducing corrections for descent and slope steepness, addressing the original rule's ascent-only focus to provide more realistic time estimates for mixed terrain routes. These additions subtract time for downhill sections on gentle slopes while adding time for steeper descents, reflecting how aids progress on mild declines but hinders it on precipitous ones due to the need for careful footing and greater muscular control. Langmuir categorized slopes using gradient ratios: gentle (1:10, approximately 5–7 degrees), moderate (1:5, approximately 11 degrees), and steep (1:3, approximately 18 degrees). For descent on gentle slopes, the correction subtracts 10 minutes per 300 meters, as the reduced demand allows for quicker travel. On moderate and steep slopes, time is instead added—10 minutes per 300 meters for moderate and potentially more for steep—to account for slowed pace and heightened from braking and instability. These rates were derived from the physics of expenditure, where downhill movement on gentle conserves effort compared to level walking, but steep descents increase stress and require deliberate steps, balancing overall up and down estimates through field-tested observations in hilly environments. This slope-dependent approach ensures comprehensive route planning by integrating both vertical direction and gradient effects, drawing on empirical data to align predicted times with actual hiker performance.

Modern Adaptations and Applications

In contemporary hiking and outdoor planning, Naismith's rule has been integrated into various digital tools that enhance its practicality by incorporating real-time data such as GPS elevation profiles and descent adjustments. For instance, the online Naismith's Rule Calculator at naismithsrule.com allows users to input distance, climb, descent, and track grade to generate time estimates, extending the original rule to account for downhill travel and terrain difficulty. Similarly, mobile applications like the Naismith's Rule Calculator on the Apple App Store use elevation gain and loss data to provide tailored predictions, while the TrailsNH Hiking Time Calculator combines the rule with factors like pack weight and trail surface for more refined outputs. These tools often leverage smartphone GPS for dynamic route adjustments, making the rule accessible for both casual users and route planners. Regulatory bodies in the , including organizations, recommend adapted versions of Naismith's rule for safe expedition planning. The Scottish Hill and Committee (SHFRC) guidelines specify 15 minutes per kilometer of horizontal distance plus 10 minutes per 100 meters of ascent to estimate times for reasonably fit walkers on hill . endorses a similar approach with a base speed of 4 km/h plus 1 minute per 10 meters of ascent, emphasizing conservative estimates to mitigate risks in remote areas. The Ramblers Association also advocates modern variations for leading group walks in remote regions, incorporating height gain to ensure adequate safety margins. Despite its enduring utility, Naismith's rule faces critiques for its limitations in diverse conditions, often overestimating times for experienced hikers and underestimating for novices due to unaccounted variables like fitness levels. It particularly struggles with descents, treating them equivalently to flat ground, which leads to inaccuracies on varied terrain compared to models like Tobler's hiking function that adjust speed continuously by slope angle (e.g., maximum speed on mild descents around 6 km/h). Adaptations address these gaps by adding buffers, such as 20-30% extra time for heavy packs or adverse weather, as recommended in planning tools to reflect slowed progress under load or poor conditions. Recent studies in the 2020s, leveraging crowdsourced GPS data, validate Naismith's rule as a reliable with average errors of 13.5-15.5% for total route times on moderate hikes, though segment-level predictions show higher variability (e.g., 26% average percentage error). One analysis of 124 hikes found it 81% accurate overall, particularly for non-technical paths. Emerging applications incorporate AI and for improved precision; for example, a 2024 deep learning model trained on GPS tracks refines estimates by factoring in real-time slope and user progress, outperforming traditional rules in dynamic scenarios.

References

  1. https://www.ordnancesurvey.co.uk/blog/why-were-adjusting-naismiths-rule
  2. https://www.ukhillwalking.com/articles/skills/how_to_calculate_route_times_using_naismiths_rule-7777
  3. https://naismithsrule.com/about.html
  4. https://wildwalks.com/bushcraft/technical-stuff/naismiths-rule.html
  5. https://www.scotland.org.uk/scottish-mountaineers/william-wilson-naismith
  6. https://www.cambridge.org/core/books/observatory-experiment/mountain-meteorology-on-ben-nevis/4CD0F80576B3DF704E849290D57E8588
  7. https://www.smc.org.uk/club
  8. https://www.glasgowlive.co.uk/news/glasgow-news/story-glasgows-real-life-james-20333904
  9. https://www.researchgate.net/publication/6373702_Route_Choice_in_Mountain_Navigation_Naismith%27s_Rule_and_the_Equivalence_of_Distance_and_Climb
  10. https://electricscotland.com/history/mountaineering/scottishmountai02clubgoog.pdf
  11. https://www.rgs.org/media/hq5bkugs/mapsnavigationandgpsbypetersimmonds.pdf
  12. https://doi.org/10.1080/02640410600874906
  13. https://thetrek.co/what-is-a-good-hiking-pace/
  14. https://www.hikeclock.com/learn/naismith-rule
  15. https://woodlandwoman.ca/naismiths-rule/
  16. https://trailsnh.com/tools/hiking-time-calculator.php
  17. https://doi.org/10.1371/journal.pone.0295848
  18. https://www.runnersworld.com/uk/health/a45710410/how-long-walk-mile/
  19. https://www.omnicalculator.com/sports/hiking-time
  20. https://www.grough.co.uk/magazine/2009/07/13/just-a-minute-mr-naismith-can-that-be-right
  21. https://naismithsrule.com/
  22. https://apps.apple.com/ph/app/naismiths-rule-calculator/id6475137430
  23. https://www.shfrc.org.uk/_files/ugd/473f42_e14f3a7621724e3e8d28228ac0accb9a.pdf
  24. https://www.mountaineering.scot/safety-and-skills/essential-skills/[navigation](/page/Navigation)/planning-and-following-a-route
  25. https://www.goc.org.uk/wp-content/uploads/2019/01/Ramblers-Leading-walks-in-remote-areas.pdf
  26. https://pmc.ncbi.nlm.nih.gov/articles/PMC10727444/
  27. https://www.mountain-water.co.uk/expedition-planning-and-preparation-part-two-naismiths-rule/
  28. https://www.fs.usda.gov/rm/pubs_journals/2022/rmrs_2022_campbell_m001.pdf
  29. https://kananaskis.org/naismiths-rule/
  30. https://cit.iict.bas.bg/CIT-2024/v-24-4/10341-Volume24_Issue_4-01_paper.pdf
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