Enhancing Climate Resilience in Tropical Dairy Production: The Potential of Quality Slick Genetics for Smallholder Dairy Systems in Indonesia

Authors

  • Budwi Brontosantoso Universitas Trisakti Jakarta

DOI:

https://doi.org/10.59890/ijmbi.v4i4.2

Keywords:

Climate Resilience, Slick Hair Genetics, Temperature–Humidity Index, Milk-Production Stability, Lowland Dairy Systems

Abstract

This study develops a quantitative simulation-based predictive model to assess the potential of slick hair genetics in maintaining milk production under increasing Temperature–Humidity Index (THI) conditions in lowland smallholder dairy systems in Java, Indonesia. Secondary climatic, genetic, physiological, and production parameters from studies published between 2020 and 2025 were integrated into four THI scenarios. Predicted milk yield declined in both genetic groups as THI increased, but the reduction was smaller in slick dairy cows than in non-slick dairy cows, at 8.04% and 10.11%, respectively. The slick genetics × THI interaction indicated a buffering effect on heat-related production losses. These findings support slick genetics as a potential climate-adaptation strategy, although longitudinal field validation using genotyped dairy cows remains necessary.

References

Anguera, M. T., Blanco-Villaseñor, A., Losada, J. L., Sánchez-Algarra, P., & Onwuegbuzie, A. J. (2020). Revisiting the difference between mixed methods and multimethods: Is it all in the name? Quality & Quantity, 54(6), 1757–1775. https://doi.org/10.1007/s11135-019-00909-7

Asmarasari, S. A., Azizah, N., Sutikno, S., Puastuti, W., Amir, A., Praharani, L., Rusdiana, S., Hidayat, C., Hafid, A., Kusumaningrum, D. A., Saputra, F., Talib, C., Herliatika, A., Shiddieqy, M. I., & Hayanti, S. Y. (2023). A review of dairy cattle heat stress mitigation in Indonesia. Veterinary World, 16(5), 1098–1108. https://doi.org/10.14202/vetworld.2023.1098-1108

Baumgard, L. H., & Rhoads, R. P. (2021). Effects of heat stress on postabsorptive metabolism and energetics. Annual Review of Animal Biosciences, 9, 311–337. https://doi.org/10.1146/annurev-animal-061220-023610

Bryman, A. (2021). Social research methods (6th ed.). Oxford University Press.

Carabaño, M. J., Ramón, M., Menéndez-Buxadera, A., Molina, A., & Díaz, C. (2021). Selecting for heat tolerance in dairy cattle. Animals, 11(12), 3547. https://doi.org/10.3390/ani11123547

Chen, L., Thorup, V. M., Kudahl, A. B., & Østergaard, S. (2024). Effects of heat stress on feed intake, milk yield, milk composition, and feed efficiency in dairy cows: A meta-analysis. Journal of Dairy Science, 107(5), 3207–3218. https://doi.org/10.3168/jds.2023-24059

Contreras-Correa, Z. E., Sánchez-Rodríguez, H. L., Arick, M. A., II, Muñiz-Colón, G., & Lemley, C. O. (2024). Thermotolerance capabilities, blood metabolomics, and mammary gland hemodynamics and transcriptomic profiles of slick-haired Holstein cattle during mid lactation in Puerto Rico. Journal of Dairy Science, 107(6), 4017–4032. https://doi.org/10.3168/jds.2023-23878

Creswell, J. W., & Creswell, J. D. (2021). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications.

Dikmen, S., Cole, J. B., Null, D. J., & Hansen, P. J. (2020). Heritability of rectal temperature and genetic correlations with production and reproduction traits in dairy cattle. Journal of Dairy Science, 103(1), 599–607. https://doi.org/10.3168/jds.2019-17212

Etikan, I., & Bala, K. (2020). Sampling and sampling methods. Biometrics & Biostatistics International Journal, 9(3), 215–217. https://doi.org/10.15406/bbij.2020.09.00296

Field, A. (2020). Discovering statistics using IBM SPSS statistics (5th ed.). SAGE Publications.

Garcia, M., Norton, T., & Berckmans, D. (2022). Precision livestock farming technologies for welfare management in intensive dairy systems. Animals, 12(5), 567. https://doi.org/10.3390/ani12050567

Giannone, C., Bovo, M., Ceccarelli, M., Torreggiani, D., & Tassinari, P. (2023). Review of the heat stress-induced responses in dairy cattle. Animals, 13(22), Article 3451. https://doi.org/10.3390/ani13223451

Gaughan, J. B., Sejian, V., Mader, T. L., & Dunshea, F. R. (2021). Adaptation strategies: Ruminants. Animal Frontiers, 11(1), 47–53. https://doi.org/10.1093/af/vfaa046

Habimana, V., Nguluma, A. S., Nziku, Z. C., Ekine-Dzivenu, C. C., Morota, G., Mrode, R., & Chenyambuga, S. W. (2023). Heat stress effects on milk yield traits and metabolites and mitigation strategies for dairy cattle breeds reared in tropical and sub-tropical countries. Frontiers in Veterinary Science, 10, Article 1121499. https://doi.org/10.3389/fvets.2023.1121499

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2021). Multivariate data analysis (8th ed.). Cengage Learning.

Hidayati, N., Sodiq, A., & Priyono, A. (2021). Smallholder dairy farming constraints and development strategies in Indonesia. IOP Conference Series: Earth and Environmental Science, 788(1), 012123. https://doi.org/10.1088/1755-1315/788/1/012123

Nguyen, T. T., & Tran, Q. T. (2023). Climate-smart livestock production systems in Southeast Asia. Sustainability, 15(4), 3210. https://doi.org/10.3390/su15043210

Nguyen, T. T., Bowman, P. J., & Haile-Mariam, M. (2022). Genomic selection for heat tolerance in dairy cattle. Journal of Dairy Science, 105(6), 5082–5093. https://doi.org/10.3168/jds.2021-21354

Ouellet, V., Vasseur, E., Heuwieser, W., Burfeind, O., Maldague, X., Charbonneau, É., & Rushen, J. (2021). Evaluation of the use of thermography to monitor dairy cow heat stress. Journal of Dairy Science, 104(2), 2187–2198. https://doi.org/10.3168/jds.2020-18784

Olson, T. A., Lucena, C., Chase, C. C., Jr., & Hammond, A. C. (2021). Evidence of a major gene influencing hair length and heat tolerance in Bos taurus cattle. Journal of Animal Science, 99(4), skab067. https://doi.org/10.1093/jas/skab067

Pallant, J. (2020). SPSS survival manual (7th ed.). McGraw-Hill Education.

Polsky, L., & von Keyserlingk, M. A. G. (2020). Invited review: Effects of heat stress on dairy cattle welfare. Journal of Dairy Science, 103(9), 8645–8657. https://doi.org/10.3168/jds.2020-18301

Porto-Neto, L. R., Sonstegard, T. S., Liu, G. E., Bickhart, D. M., Da Silva, M. V. G. B., Machado, M. A., Utsunomiya, Y. T., Garcia, J. F., Gondro, C., & Van Tassell, C. P. (2020). Genomic divergence of zebu and taurine cattle identified through high-density SNP genotyping. BMC Genomics, 21, 142. https://doi.org/10.1186/s12864-020-6545-3

Prasetyo, E., Widodo, A., & Sutopo, S. (2022). Economic feasibility of smallholder dairy farming systems in Indonesia. Journal of Agricultural Economics, 73(2), 321–335. https://doi.org/10.1111/1477-9552.12456

Rojas-Downing, M. M., Nejadhashemi, A. P., Harrigan, T., & Woznicki, S. A. (2020). Climate change and livestock: Impacts, adaptation, and mitigation. Climate Risk Management, 16, 145–163. https://doi.org/10.1016/j.crm.2017.02.001

Saunders, M., Lewis, P., & Thornhill, A. (2020). Research methods for business students (8th ed.). Pearson.

Silva, R. G., Morais, D. A. E. F., & Guilhermino, M. M. (2023). Environmental stress and livestock productivity in tropical systems. Animals, 13(3), 487. https://doi.org/10.3390/ani13030487

Sodiq, A., Hidayati, N., & Priyono, A. (2021). Constraints and opportunities in smallholder dairy farming development in Indonesia. IOP Conference Series: Earth and Environmental Science, 788(1), 012124. https://doi.org/10.1088/1755-1315/788/1/012124

Taherdoost, H. (2021). Sampling methods in research methodology: How to choose a sampling technique for research. International Journal of Academic Research in Management, 5(2), 18–27.

Tessalonika, O., Indriani, N. P., & Mansyur, M. (2024). Heat stress response in dairy cattle. Jurnal Ilmu Ternak Universitas Padjadjaran, 24(2). https://jurnal.unpad.ac.id/jurnalilmuternak/article/view/49083

Thornton, P. K., Boone, R. B., Ramirez-Villegas, J., & Herrero, M. (2021). Climate change impacts on livestock. Nature Climate Change, 11(6), 458–467. https://doi.org/10.1038/s41558-021-01045-9

Wahyudi, A., Priyono, A., & Sodiq, A. (2022). Adaptation strategies of dairy cattle in tropical environments. Journal of Animal Production, 24(3), 150–158.

Yani, A., & Purwanto, B. P. (2020). Physiological responses of dairy cattle under heat stress conditions in Indonesia. Media Peternakan, 43(2), 123–130. https://doi.org/10.5398/medpet.2020.43.2.123

Published

2026-08-26

How to Cite

Budwi Brontosantoso. (2026). Enhancing Climate Resilience in Tropical Dairy Production: The Potential of Quality Slick Genetics for Smallholder Dairy Systems in Indonesia. International Journal of Management and Business Intelligence, 4(4), 953–976. https://doi.org/10.59890/ijmbi.v4i4.2

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