Submitted:
20 August 2025
Posted:
21 August 2025
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Abstract
Keywords:
1. Introduction
2. Methodological Approach
2.1. Study Area
2.2. Database
2.3. Data Integration

3. Results
3.1. Contemporaneous Brazilian Legislation
3.2. Data Description and Characterization
3.3. Multivariate Data Analysis
3.1.1. Principal Component Factor Analysis
3.4. Cluster Analysis
4. Discussion
4.1. Historical Evolution of Environmental Policies in the Amazon
4.2. Legislative Changes, Governance, and Land-Use Dynamics
4.3. Socio-Ecological Processes and Environmental Feedbacks
4.4. Policy Implications and Conservation Challenges
4.5. Ecological Feedbacks, Socio-Environmental Risks, and Future Pathways
5. Conclusions
| 1 | Agricultural and pasture subclasses terminology used by MapBiomas to describe livestock and farming areas. |
| 2 | A Proposed Constitutional Amendment (or PEC – Proposta de Emenda à Constituição, in Portuguese). |
| 3 | In this regard, we were careful not to use the term "savannization", as requested by the Institute of Society, Population and Nature (ISPN) (https://ispn.org.br/site/wp-content/uploads/2020/10/Nota-Savanizacao.pdf). |
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Stats | Agriculture | Forest | Pasture | Water surface |
| mean | 2.71E+06 | 3.11E+08 | 3.7E+07 | 1.13E+07 |
| std | 2.60E+06 | 1.57E+07 | 1.41E+07 | 5.37E+05 |
| min | 1.34E+05 | 2.87E+08 | 1.27E+07 | 1.04E+07 |
| 25% | 3.58E+05 | 2.98E+08 | 2.59E+07 | 1.09E+07 |
| 50% | 1.86E+06 | 3.07E+08 | 4.45E+07 | 1.11E+07 |
| 75% | 4.73E+06 | 3.25E+08 | 5.00E+07 | 1.17E+07 |
| max | 7.32E+06 | 3.38E+08 | 5.91E+07 | 1.26E+07 |
| Class | Agriculture | Forest | Pasture | Water surface |
| Agriculture | - | *** | *** | *** |
| Forest | -0.9077 | - | *** | *** |
| Pasture | 0.8625 | -0.9952 | - | *** |
| Water surface | -0.5425 | 0.5308 | 0.5138 | - |
| Factor | Eigenvalue | Variance | Variance Accumulated |
| 1 | 3.222261 | 0.805565 | 0.805565 |
| 2 | 0.624708 | 0.156177 | 0.961742 |
| Class | Factor 1 | Factor 2 | commonality |
| Agriculture | 0.938232 | 0.125057 | 0.895919 |
| Forest | -0.976358 | -0.191562 | 0.989971 |
| Pasture | 0.959537 | 0.202502 | 0.961719 |
| Water surface | -0.684102 | 0.728948 | 0.999361 |
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