Thermoregulatory modeling use and application in the military workforce.

Thermoregulatory models have been used in the military to quantify probabilities of individuals' thermal-related illness/injury. The uses of the models have diversified over the past decade. This paper revisits an overall view of selected thermoregulatory models used in the U.S. military and provides examples of actual practical military applications: 1) the latest military vehicle designed with armor and blast/bulletproof windows was assessed to predict crews' thermal strains levels inside vehicles under hot environment (air temperature [Ta]: 29-43 °C, dew point: 13 °C); 2) a military working dog (MWD) model was developed by modifying existing human thermoregulatory models with canine physical appearance and physiological mechanisms; 3) thermal tolerance range of individuals from a large military group (n = 100) exposed to 35 °C/40% relative humidity were examined using thermoregulatory modeling and multivariate statistical analyses. Model simulation results assist in the decisions for the strategic planning and preventions of heat stress.

[1]  S. Tanabe,et al.  Evaluation of thermal comfort using combined multi-node thermoregulation (65MN) and radiation models and computational fluid dynamics (CFD) , 2002 .

[2]  M N Sawka,et al.  Physiologic tolerance to uncompensable heat: intermittent exercise, field vs laboratory. , 2001, Medicine and science in sports and exercise.

[3]  John H. Booske,et al.  Recoil implantation method for ultrashallow p+/n junction formation , 2000 .

[4]  G. Havenith Individualized model of human thermoregulation for the simulation of heat stress response. , 2001, Journal of applied physiology.

[5]  D Amos,et al.  Physiological and cognitive performance of soldiers conducting routine patrol and reconnaissance operations in the tropics. , 2000, Military medicine.

[6]  K. Kraning,et al.  A mechanistic computer simulation of human work in heat that accounts for physical and physiological effects of clothing, aerobic fitness, and progressive dehydration , 1997 .

[7]  Daniel Moran,et al.  Thermoregulatory model to predict physiological status from ambient environment and heart rate , 2008, Comput. Biol. Medicine.

[8]  J. Werner,et al.  A dynamic model of the human/clothing/environment-system. , 1997, Applied human science : journal of physiological anthropology.

[9]  R. Refinetti,et al.  Daily rhythmicity of body temperature in the dog. , 2003, The Journal of veterinary medical science.

[10]  B Cheung,et al.  The effects of roll vs. pitch rotation in humans under orthostatic stress. , 1999, Aviation, space, and environmental medicine.

[11]  Odest Chadwicke Jenkins,et al.  Estimation of human core temperature from sequential heart rate observations , 2013, Physiological measurement.

[12]  Jan A. J. Stolwijk,et al.  Mathematical Model of Thermoregulation , 1970 .

[13]  C. Otto,et al.  Deployment morbidity among search-and-rescue dogs used after the September 11, 2001, terrorist attacks. , 2004, Journal of the American Veterinary Medical Association.

[14]  Marilyn A. Sharp,et al.  Rationale and Evidence Supporting Changes to the Army Weight Control Program , 2004 .

[15]  K C Parsons,et al.  A comparison of models for predicting human response to hot and cold environments. , 1987, Ergonomics.

[16]  Joseph J Knapik,et al.  Load Carriage in Military Operations: A Review of Historical, Physiological, Biomechanical, and Medical Aspects , 1997 .

[17]  Y. Epstein,et al.  Heat Injury Prevention—A Military Perspective , 2012, Journal of strength and conditioning research.

[18]  Y. Bhambhani,et al.  Gender differences during treadmill walking with graded loads: biomechanical and physiological comparisons , 2000, European Journal of Applied Physiology.

[19]  Mark J. Buller,et al.  A Real-Time Algorithm for Predicting Core Temperature in Humans , 2010, IEEE Transactions on Information Technology in Biomedicine.

[20]  S. Horvath,et al.  Population differences in cardiovascular reactivity to the cold pressor test , 1995, American journal of human biology : the official journal of the Human Biology Council.

[21]  K Schmidt-Nielsen,et al.  Panting in Dogs: Unidirectional Air Flow over Evaporative Surfaces , 1970, Science.

[22]  Shintaro Yokoyama,et al.  Human Thermal Model Expressing Local Characteristics of Each Segment , 2007 .

[23]  R. F. Goldman,et al.  Predicting energy expenditure with loads while standing or walking very slowly. , 1977, Journal of applied physiology: respiratory, environmental and exercise physiology.

[24]  M. Sawka,et al.  DEET insect repellent: effects on thermoregulatory sweating and physiological strain , 2011, European Journal of Applied Physiology.

[25]  Ken Parsons,et al.  Human Thermal Environments: The Effects of Hot, Moderate, and Cold Environments on Human Health, Comfort and Performance , 1999 .

[26]  K B Pandolf,et al.  Numerical analysis of an extremity in a cold environment including countercurrent arterio-venous heat exchange. , 1997, Journal of biomechanical engineering.

[27]  J. A. J. Stolwijk,et al.  Temperature regulation in man — A theoretical study , 1966, Pflüger's Archiv für die gesamte Physiologie des Menschen und der Tiere.

[28]  K. Brugger Exact Solutions for the Temperature Rise in a Laser‐Heated Slab , 1972 .

[29]  K. Lomas,et al.  A computer model of human thermoregulation for a wide range of environmental conditions: the passive system. , 1999, Journal of applied physiology.

[30]  E. Wissler,et al.  A MATHEMATICAL MODEL OF THE HUMAN THERMAL SYSTEM. , 1964, The Bulletin of mathematical biophysics.

[31]  J Werner,et al.  Temperature profiles with respect to inhomogeneity and geometry of the human body. , 1988, Journal of applied physiology.

[32]  Peter Tikuisis,et al.  Thermoregulatory model for prediction of long-term cold exposure , 2005, Comput. Biol. Medicine.

[33]  Yuan Xiugan,et al.  Research on the human thermal model with a poly‐segmented hand , 2008 .

[34]  Arjan J. H. Frijns,et al.  Validation of an individualised model of human thermoregulation for predicting responses to cold air , 2007, International journal of biometeorology.

[35]  P. Tikuisis,et al.  Evaluation of two cold thermoregulatory models for prediction of core temperature during exercise in cold water. , 2007, Journal of applied physiology.

[36]  Hui Zhang,et al.  Considering individual physiological differences in a human thermal model , 2001 .

[37]  Mariann Sandsund,et al.  A non-invasive device to continuously determine heat strain in humans , 2008 .

[38]  G. Folk Textbook of environmental physiology , 1974 .

[39]  L. Berglund,et al.  A standard predictive index of human response to the thermal environment , 1986 .

[40]  Wesley M Taylor Canine tactical field care. Part two--Massive hemorrhage control and physiologic stabilization of the volume depleted, shock-affected, or heatstroke-affected canine. , 2009, Journal of special operations medicine : a peer reviewed journal for SOF medical professionals.

[41]  Larry G. Berglund,et al.  Human responses to intermittent work while wearing encapsulating chemical-biological protective clothing with personal HVAC , 2006 .

[42]  K B Pandolf,et al.  Prediction modeling of physiological responses and human performance in the heat. , 1986, Computers in biology and medicine.

[43]  K B Pandolf,et al.  Thermoregulatory model for immersion of humans in cold water. , 1988, Journal of applied physiology.

[44]  W. Santee,et al.  Survival time prediction in marine environments , 2011 .

[45]  K. Pandolf,et al.  Heat strain models applicable for protective clothing systems: comparison of core temperature response. , 1997, Journal of applied physiology.

[46]  D. Moran,et al.  Effect of a personal ambient ventilation system on physiological strain during heat stress wearing a ballistic vest , 2008, European Journal of Applied Physiology.

[47]  R. Bargmann,et al.  Multivariate Analysis (Techniques for Educational and Psychological Research) , 1989 .

[48]  Thomas Endrusick,et al.  Evaluation of Footwear Thermal Performance through Manikin Test and Simulation , 2008 .

[49]  K B Pandolf,et al.  A physiological strain index to evaluate heat stress. , 1998, American journal of physiology. Regulatory, integrative and comparative physiology.

[50]  M N Sawka,et al.  Cross validation of USARIEM heat strain prediction models. U.S. ARMY Research Institute of Environmental Medicine. , 1999, Aviation, space, and environmental medicine.

[51]  Reed W Hoyt,et al.  Methods of Evaluating Protective Clothing Relative to Heat and Cold Stress: Thermal Manikin, Biomedical Modeling, and Human Testing , 2011, Journal of occupational and environmental hygiene.

[52]  R. F. Goldman,et al.  Predicting metabolic energy cost. , 1971, Journal of applied physiology.

[53]  Vice President,et al.  AMERICAN SOCIETY OF HEATING, REFRIGERATION AND AIR CONDITIONING ENGINEERS INC. , 2007 .