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I'm always open to collaboration or discussion on forest science, data modeling, or environmental research.
1) Machine learning tools applied to ecological and environmental data (forestry applications): Random Forest modeling.
2) Process-based model applied to soil carbon simulation (soil-forestry science application): RothC
3) Multivariate statistical analyses
4) Geostatistics - Course - Spanish
5) Time series modeling - Course - Spanish
I'm specialized in modeling ecological processes using tools such as machine learning, statistical analysis, and geospatial data processing. I have over seven years of experience integrating and analyzing large volumes of environmental data, particularly in managed forest ecosystems.
- Soil carbon storage and stabilization
- Forest biomass quantification
- Wildfires and disturbance dynamics
- Biodiversity and land-use change monitoring
- Forest management impacts
- Model optimization
- Development of hybrid models integrating geostatistics, machine learning, and process-based modeling (R & Python)
- Random forest
- CART
- Neural networks
- SVM
- Hibrid models
- Digital soil mapping
- Species distribution mapping
- Applied statistics for spatial and temporal analysis:
- Time series modeling
- Multivariate analysis
- Linear & nonlinear models
- Statistical inference
- Experimental design
- Uncertainty assessments
- Process-based models
- RothC
- Yasso
- CENTURY
- Millenial
- 3PG
- Remote sensing
- LiDAR
- DEM
- R, Phyton, Anaconda, ggplotly, ArcGIS, QGIS, Google Earth Engine, PowerBI, AutoCAD, Paqueteria Microsoft, ENVI, ERDAS Imagine, IDRISI, Canva, Notion, LogSeq, Image, GapLight Analyzer
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Pérez Vázquez, Z.R. (2025).
A multiframework approach for modeling soil carbon dynamics in managed forests. Stock estimations and future projections
PhD dissertation -
Pérez Vázquez et al. (2021).
Enfoque espacial para modelación de carbono en el mantillo de bosques bajo manejo forestal maderable
Read article -
Pérez Vázquez, Z.R. (2020).
Modelación espaciotemporal del contenido de carbono en el mantillo de un bosque bajo manejo forestal
MsC dissertation Download PDF
| Modeling Forest Carbon - SOMEREFO 2021 | Data Analysis in Ecology - NAFEW 2022 |
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