Submitted:
27 August 2025
Posted:
29 August 2025
You are already at the latest version
Abstract
This article focuses on ponds and reservoirs (PRs) in Sanuki, Kagawa Prefecture, Japan. Sanuki is a region in the Seto Inland Sea with low annual rainfall. In 1999, there were 14,619 PRs in the 1,877-square-kilometer area. Mannō-ike, the largest PR, is said to have been constructed at the beginning of the ninth century by Kūkai, one of Japan's most prominent Buddhist monks. Such huge man-made structures could have been achieved only through collective human labor. The motivation to build large PRs was driven by the risk of drought. However, it is important to note that there were many more small PRs managed by individuals or families than one might imagine. PRs can range in size from huge to small and in location from mountainous areas to mountain foothills and plains. Rather than hard clustering, which classifies PRs according to a single logic, this article takes a new, historically holistic approach by using soft clustering to analyze the classification mechanism by considering the "Living Spaces," the world of all living organisms, including humans, and quantifying its complex logic.
Keywords:
1. Introduction: An Environmental History of Japan
2. Key Questions: Ponds and Reservoirs (PRs) Culture in Sanuki



3. Materials and Methods
4. Results
4.1. Rank-Size Distribution of PRs
4.2. The NNMFA to a Logistic Curve Fitting of PRs
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4.3. People Flow and PRs
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5. Concluding Remarks
Funding
Conflicts of Interest
Abbreviations
| JSPS | Japan Society for the Promotion of Science |
| NA | Not Available |
| PR | Pond and Reservoir |
| PRs | Ponds and Reservoirs |
| NMMFA | Non-Negative Matrix Factorization Approach |
Appendix A
Dataset for PRs in Sanuki (Original dataset)
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| Prefecture (main PRs area in Japan) | Number of PRs | Total storage capacity (100 million m2) | Paddy fields area (ha) | Total area (1,000 m2) of each prefecture | Average storage capacity per PR | Number of PRs per total area (km2) |
| Hyōgo | 44,207 | NA | 74,800 | 8,390 | N.N. | 5.27 |
| Hiroshima | 21,010 | 80.3 | 47,300 | 8,476 | 3.8 | 2.48 |
| Kagawa (Sanuki) | 14,619 | 146.1 | 28,600 | 1,876 | 10.0 | 7.79 |
| Yamaguchi | 11,976 | 58.8 | 44,400 | 6,110 | 4.9 | 1.96 |
| Ōsaka | 11,230 | NA | 11,700 | 1,893 | N.N. | 5.93 |
| Japan as a whole | 205,531 | NA | 2,679,288 | 377,780 | N.N. | 0.54 |
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