Mariella Carbajal Carrasco

Works (4)

Updated: October 2nd, 2025 05:07

2025 article

In-season yield forecasting using multitemporal remote sensing environmental observations and machine learning: Applications for sweetpotato in North Carolina, USA

Carbajal, M., Jones, D., Williams, C., & Nelson, N. G. (2025, September 10). European Journal of Agronomy, Vol. 172.

By: M. Carbajal*, D. Jones* , C. Williams*  & N. Nelson* 

author keywords: USA; Agricultural census data; Ensemble learning algorithms; Yield prediction; Vegetation index; Satellite-derived composites; Agricultural decision-making
topics (OpenAlex): Remote Sensing in Agriculture; Spectroscopy and Chemometric Analyses; Smart Agriculture and AI
Sources: Web Of Science, ORCID, NC State University Libraries
Added: September 10, 2025

2024 article

From Rangelands to Cropland, Land-Use Change and Its Impact on Soil Organic Carbon Variables in a Peruvian Andean Highlands: A Machine Learning Modeling Approach

Carbajal, M., Ramírez, D. A., Turin, C., Schaeffer, S. M., Konkel, J., Ninanya, J., … Quiroz, R. (2024, September 9). Ecosystems.

By: M. Carbajal n, D. Ramírez *, C. Turin *, S. Schaeffer *, J. Konkel*, J. Ninanya *, J. Rinza *, F. Mendiburu * ...

author keywords: Artificial neural networks; Bofedales; C-13 isotope composition; Extreme gradient boosting; Grasslands; Random forest; Refractory C fraction; Support vector machine
topics (OpenAlex): Soil Geostatistics and Mapping; Geochemistry and Geologic Mapping; Soil Carbon and Nitrogen Dynamics
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
2. Zero Hunger (Web of Science)
Source: Web Of Science
Added: September 23, 2024

2022 article

Potato Zero-Tillage and Mulching Is Promising in Achieving Agronomic Gain in Asia

Ramírez, D. A., Silva-Díaz, C., Ninanya, J., Carbajal, M., Rinza, J., Kakraliya, S. K., … Kreuze, J. (2022, June 22). Agronomy.

By: D. Ramírez *, C. Silva-Díaz *, J. Ninanya *, M. Carbajal n, J. Rinza *, S. Kakraliya, M. Gatto *, J. Kreuze *

author keywords: conservation agriculture; Solanum tuberosum; sustainable intensification; rice-based system; soil health; C footprint
topics (OpenAlex): Rice Cultivation and Yield Improvement; Soil Carbon and Nitrogen Dynamics; Soil erosion and sediment transport
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
2. Zero Hunger (Web of Science)
13. Climate Action (Web of Science)
14. Life Below Water (Web of Science)
Source: Web Of Science
Added: August 8, 2022

2019 article

Development of low-cost remote sensing tools and methods for supporting smallholder agriculture

Cucho-Padin, G., Loayza, H., Palacios, S., Balcazar, M., Carbajal, M., & Quiroz, R. (2019, December 26). Applied Geomatics.

By: G. Cucho-Padin *, H. Loayza *, S. Palacios*, M. Balcazar *, M. Carbajal n & R. Quiroz *

author keywords: Multispectral cameras; UAV; NDVI; Image processing
topics (OpenAlex): Remote Sensing in Agriculture; Remote Sensing and LiDAR Applications; Remote-Sensing Image Classification
TL;DR: Agricultural UAV-based remote sensing tools to facilitate decision-making for increasing productivity in developing countries were developed and tested and a set of software tools that included wavelet-based image alignment, image stitching, and crop classification have been implemented and made available to the remote sensing community. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
15. Life on Land (Web of Science)
Source: Web Of Science
Added: January 13, 2020

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