Citations and References

Why Research-Based Development?

Better Ecology is built on peer-reviewed scientific research rather than general observation or game design conventions. This approach ensures that animal behaviors are:

Scientifically accurate: Grounded in real-world ethology and behavioral ecology
Mechanistically sound: Based on documented biological mechanisms (e.g., oxytocin in parent-offspring bonding)
Quantitatively calibrated: Using empirically measured parameters (e.g., 6-7 topological neighbors in bird flocks)
Evolutionarily justified: Behaviors serve documented adaptive purposes (e.g., marginal value theorem for foraging)

By anchoring game mechanics to research, the mod creates emergent gameplay that reflects natural complexity while remaining internally consistent and predictable.

Herd Movement and Leadership

Collective Decision-Making

Couzin, Iain D., et al. “Collective Memory and Spatial Sorting in Animal Groups.” Journal of Theoretical Biology, vol. 218, no. 1, 2002, pp. 1-11.

Dyer, John R. G., et al. “Leadership, Consensus Decision Making and Collective Behaviour in Humans.” Philosophical Transactions of the Royal Society B: Biological Sciences, vol. 364, no. 1518, 2009, pp. 781-789.

Herbert-Read, James E., et al. “Understanding How Animal Groups Achieve Coordinated Movement.” Journal of Experimental Biology, vol. 219, no. 19, 2016, pp. 2971-2983.

King, Andrew J., et al. “Leaders, Followers and Group Decision-making.” Communicative & Integrative Biology, vol. 2, no. 2, 2009, pp. 147-150.

Pratt, Stephen C. “Quorum Sensing, Recruitment, and Collective Decision-making During Colony Emigration by the Ant Leptothorax albipennis.” Behavioral Ecology and Sociobiology, vol. 52, no. 2, 2005, pp. 117-127.

Sumpter, David J. T., and Stephen C. Pratt. “Quorum Responses and Consensus Decision Making.” Philosophical Transactions of the Royal Society B: Biological Sciences, vol. 364, no. 1518, 2008, pp. 743-753.

Bird Flocking (Boids Algorithm)

Foundational Papers

Reynolds, Craig W. “Flocks, Herds, and Schools: A Distributed Behavioral Model.” SIGGRAPH ‘87: Proceedings of the 14th Annual Conference on Computer Graphics and Interactive Techniques, 1987, pp. 25-34.

Ballerini, Michele, et al. “Interaction Ruling Animal Collective Behavior Depends on Topological Rather Than Metric Distance: Evidence from a Field Study.” Proceedings of the National Academy of Sciences, vol. 105, no. 4, 2008, pp. 1232-1237.

Recent Research

Bialek, William, et al. “Statistical Mechanics for Natural Flocks of Birds.” Proceedings of the National Academy of Sciences, vol. 109, no. 13, 2012, pp. 4786-4791.

Cavagna, Andrea, et al. “Scale-Free Correlations in Starling Flocks.” Proceedings of the National Academy of Sciences, vol. 107, no. 26, 2010, pp. 11865-11870.

Nagy, Máté, et al. “Hierarchical Group Dynamics in Pigeon Flocks.” Nature, vol. 464, no. 7290, 2010, pp. 890-893.

Parent-Offspring Attachment

Oxytocin and Bonding

Feldman, Ruth. “The Neurobiology of Human Attachments.” Trends in Cognitive Sciences, vol. 21, no. 2, 2017, pp. 80-99.

Nagasawa, Miho, et al. “Oxytocin-Gaze Positive Loop and the Coevolution of Human-Dog Bonds.” Science, vol. 348, no. 6232, 2015, pp. 333-336.

Nowak, Raymond, et al. “Neonatal Suckling, Oxytocin, and Early Infant Attachment to the Mother.” Frontiers in Endocrinology, vol. 11, 2021, article 612651.

Rilling, James K., and Larry J. Young. “The Biology of Mammalian Parenting and Its Effect on Offspring Social Development.” Nature Neuroscience, vol. 17, no. 1, 2014, pp. 97-104.

Olfactory Recognition

Lévy, Frédéric, Matthieu Keller, and Pascal Poindron. “Olfactory Regulation of Maternal Behavior in Mammals.” Hormones and Behavior, vol. 46, no. 3, 2004, pp. 284-302.

Grazing and Foraging (Marginal Value Theorem)

Optimal Foraging Theory

Charnov, Eric L. “Optimal Foraging, the Marginal Value Theorem.” Theoretical Population Biology, vol. 9, no. 2, 1976, pp. 129-136.

Pyke, Graham H., H. Ronald Pulliam, and Eric L. Charnov. “Optimal Foraging: A Selective Review of Theory and Tests.” The Quarterly Review of Biology, vol. 52, no. 2, 1977, pp. 137-154.

Herbivore Foraging

Belovsky, Gary E. “Herbivore Optimal Foraging: A Comparative Test of Three Models.” The American Naturalist, vol. 124, no. 1, 1984, pp. 97-115.

WallisDeVries, Michiel F., Edward A. Laca, and Montague W. Demment. “The Importance of Scale of Patchiness for Selectivity in Grazing Herbivores.” Oecologia, vol. 121, no. 3, 1999, pp. 355-363.

Fleeing and Panic Behaviors

Flight Initiation Distance

Ydenberg, Ronald C., and Lawrence M. Dill. “The Economics of Fleeing from Predators.” Advances in the Study of Behavior, vol. 16, 1986, pp. 229-249.

Stankowich, Theodore, and Daniel T. Blumstein. “Fear in Animals: A Meta-analysis and Review of Risk Assessment.” Proceedings of the Royal Society B: Biological Sciences, vol. 272, no. 1581, 2005, pp. 2627-2634.

Escape Strategies

Moore, Talia Y., et al. “Unpredictability of Escape Trajectory Explains Predator Evasion Ability and Microhabitat Preference of Desert Rodents.” Nature Communications, vol. 8, 2017, article 440.

Broom, M., and G. D. Ruxton. “You Can Run—Or You Can Hide: Optimal Strategies for Cryptic Prey Against Pursuit Predators.” Behavioral Ecology, vol. 16, no. 3, 2005, pp. 534-540.

Ungulate Responses

Stankowich, Theodore, and Daniel T. Blumstein. “Ungulate Flight Responses to Human Disturbance: A Review and Meta-analysis.” Biological Conservation, vol. 141, no. 9, 2008, pp. 2159-2173.

Sleep and Rest

Sleep Ecology

Lima, Steven L., et al. “Sleeping Under the Risk of Predation.” Animal Behaviour, vol. 70, no. 4, 2005, pp. 723-736.

Campbell, Scott S., and Irene Tobler. “Animal Sleep: A Review of Sleep Duration Across Phylogeny.” Neuroscience & Biobehavioral Reviews, vol. 8, no. 3, 1984, pp. 269-300.

Capellini, Isabella, et al. “Phylogenetic Analysis of the Ecology and Evolution of Mammalian Sleep.” Evolution, vol. 62, no. 7, 2008, pp. 1764-1776.

Breeding and Courtship

Mating Systems

Clutton-Brock, T. H. “Mammalian Mating Systems.” Proceedings of the Royal Society B: Biological Sciences, vol. 236, no. 1285, 1989, pp. 339-372.

Lukas, Dieter, and Tim Clutton-Brock. “The Evolution of Social Monogamy in Mammals.” Science, vol. 341, no. 6145, 2013, pp. 526-530.

Courtship Displays

Mitoyen, Clémentine, et al. “Evolution and Function of Multimodal Courtship Displays.” Ethology, vol. 125, no. 8, 2019, pp. 503-515.

Fusani, Leonida. “Endocrinology in Evolutionary Ecology: Lessons From Birds.” Integrative and Comparative Biology, vol. 48, no. 4, 2008, pp. 422-429.

Sexual Selection

Janicke, Tim, et al. “Darwinian Sex Roles Confirmed Across the Animal Kingdom.” Science Advances, vol. 2, no. 2, 2016, article e1500983.

Kotiaho, Jari S., et al. “Towards a Resolution of the Lek Paradox.” Nature, vol. 410, no. 6829, 2001, pp. 684-686.

Additional Research

Spatial Organization

Hamilton, W. D. “Geometry for the Selfish Herd.” Journal of Theoretical Biology, vol. 31, no. 2, 1971, pp. 295-311.

Predator-Prey Dynamics

Schaller, George B. The Serengeti Lion: A Study of Predator-Prey Relations. University of Chicago Press, 1972.

Krause, Jens, and Graeme D. Ruxton. Living in Groups. Oxford University Press, 2002.

How to Cite This Mod

If you use Better Ecology in research, education, or publications, please cite:

JavaVirtualEnv. Better Ecology: A Scientific Animal Behavior Mod for Minecraft. Version 1.0, 2024. Fabric Mod, Minecraft 1.21.1.

Research Methodology Notes

Citation Metrics

Citation counts referenced in research documentation are provided for context regarding the influence and acceptance of specific papers within the scientific community. These metrics were current as of the research compilation date and help identify foundational versus emerging findings.

Implementation Adaptations

While Better Ecology is based on peer-reviewed research, certain adaptations were necessary for Minecraft integration:

Spatial scaling: Real-world distances converted to Minecraft block units
Time compression: Animal behaviors occur on accelerated timescales for gameplay
Simplified neurochemistry: Complex hormonal systems (oxytocin, prolactin) represented through behavior flags
Discrete resources: Continuous resource gradients simplified to block-based patch quality

These adaptations maintain mechanistic fidelity while ensuring playable, performant gameplay.

Contact and Corrections

If you identify citation errors, omissions, or have questions about the research basis for specific behaviors, please open an issue on the GitHub repository or contact the development team.