artículo académico

• A new benchmark for spatiotemporal fusion of Sentinel-2 and Sentinel-3 OLCI images.  EARTH SCIENCE INFORMATICS.  18(2). 2025
• Enhancing evapotranspiration estimates in orchards with the Surface Energy Balance for Partially Vegetated surfaces (SEB-PV) model through combined use of gridded soil moisture and temporal upscaling methods.  SCIENCE OF THE TOTAL ENVIRONMENT.  1002. 2025
• Hydrosocial power and territorial transformation: a case study of the Longaví River sub-basin in south-central Chile.  ECOLOGY AND SOCIETY.  30(4). 2025
• Multisource Topographic-Enhanced Cloud Removal for Remote Sensing in Mountainous Landscapes.  IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING.  18:13489-13503. 2025
• Optimization of Water and Land Allocation in Fruit Orchards over a 20-Year Period.  WATER.  17(1). 2025
• Role of mountain glaciers in the hydrological dynamics of headwater basins in the Wet Andes.  JOURNAL OF HYDROLOGY.  649. 2025
• Adjustment of Sentinel-3 Spectral Bands with Sentinel-2 to Enhance the Quality of Spatio-temporally Fused Images.  IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING.  17:584-600. 2024
• Daily crop evapotranspiration and diurnal dynamics of the surface energy balance of a drip-irrigated blueberry (Vaccinium corymbosum) orchard.  IRRIGATION SCIENCE.  42(1):1-13. 2024
• Decadal Variability of Dry Days in Central Chile.  EARTH SYSTEMS AND ENVIRONMENT.  1-18. 2024
• Secchi Depth Retrieval in Oligotrophic to Eutrophic Chilean Lakes Using Open Access Satellite-Derived Products.  REMOTE SENSING.  16(22). 2024
• Socio-Hydrological Agent-Based Modeling as a Framework for Analyzing Conflicts Within Water User Organizations.  WATER.  16(22). 2024
• The Impacts of Changing Winter Warm Spells on Snow Ablation Over Western North America.  WATER RESOURCES RESEARCH.  60(5). 2024
• Automatic detection of pneumonia in chest X-ray images using textural features.  COMPUTERS IN BIOLOGY AND MEDICINE.  145. 2022
• Early Estimation of Tomato Yield by Decision Tree Ensembles.  AGRICULTURE.  12(10). 2022
• Patagonian Andes Landslides Inventory: The Deep Learning's Way to Their Automatic Detection.  REMOTE SENSING.  14(18). 2022
• A comparative machine learning approach to identify landslide triggering factors in northern Chilean Patagonia.  LANDSLIDES.  18(8):2767-2784. 2021
• Ex Post Analysis of Water Supply Demand in an Agricultural Basin by Multi-Source Data Integration.  REMOTE SENSING.  13(11). 2021
• Improving deep learning sorghum head detection through test time augmentation.  COMPUTERS AND ELECTRONICS IN AGRICULTURE.  186. 2021
• p-MtreeRing: A Graphical User Interface for X-ray Microdensity Analysis.  FORESTS.  12(10). 2021
• A satellite-based ex post analysis of water management in a blueberry orchard.  COMPUTERS AND ELECTRONICS IN AGRICULTURE.  176. 2020
• Convolutional neural networks for segmenting xylem vessels in stained cross-sectional images.  NEURAL COMPUTING & APPLICATIONS.  32(24):17927-17939. 2020
• Mountain Lake Evaporation: A comparative Study between Hourly Estimations Models and In Sity Measurements.  WATER.  12(9). 2020
• Multi-scale RoIs selection for classifying multi-spectral images.  MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING.  31(2):745-769. 2020
• Deep learning for automatic outlining agricultural parcels: Exploiting the land parcel identification system.  IEEE ACCESS.  7:158223-158236. 2019
• Seasonal crop water balance using harmonized landsat-8 and sentinel-2 time series data.  WATER.  11(11):1-17. 2019
• TS2uRF: A new method for sharpening thermal infrared satellite imagery.  REMOTE SENSING.  10(2):1-14. 2018
• The outlining of agricultural plots based on spatiotemporal consensus segmentation.  REMOTE SENSING.  10(12):1-13. 2018
• A machine learning approach for agricultural parcel delineation through agglomerative segmentation.  INTERNATIONAL JOURNAL OF REMOTE SENSING.  38(7):1809-1819. 2017
• Daily Evapotranspiration Mapping Using Regression Random Forest Models.  IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING.  10(12):5359-5368. 2017
• Evaluating satellite-derived long-term historical precipitation datasets for drought monitoring in Chile.  ATMOSPHERIC RESEARCH.  186:26-42. 2017
• Geography of legal water disputes in Chile.  JOURNAL OF MAPS.  13(1):7-13. 2017
• Regulated deficit irrigation evaluation on kiwi (Actinidia deliciosa) Production.  AGROCIENCIA (MÉXICO).  51(4):359-372. 2017
• Legal disputes as a proxy for regional conflicts over water rights in Chile.  JOURNAL OF HYDROLOGY.  535:36-45. 2016
• Local optimal scale in a hierarchical segmentation method for satellite images.  JOURNAL OF INTELLIGENT INFORMATION SYSTEMS.  517-529. 2016
• Scale-Aware Pansharpening Algorithm for Agricultural Fragmented Landscapes.  REMOTE SENSING.  8(10):1-19. 2016
• Sixteen Years of Agricultural Drought Assessment of the BioBio Region in Chile Using a 250 m Resolution Vegetation Condition Index (VCI).  REMOTE SENSING LETTERS.  8(6):517-529. 2016
• A GEOBIA Methodology for Fragmented Agricultural Landscapes.  REMOTE SENSING.  7:767-787. 2015
• Representative locations from time series of soil water content using time stability and wavelet analysis.  ENVIRONMENTAL MONITORING AND ASSESSMENT.  186:9075-9087. 2014
• A land cover map of Latin America and the Caribbean in the framework of the SERENA project.  REMOTE SENSING OF ENVIRONMENT.  132:13-31. 2013
• Caracterización multiescala de objetos como herramiemtas para la clasificación de imágenes de alta resolución espacial..  REVISTA DE TELEDETECCION.  38(1):19-27. 2012
• Methodology to estimate lake turbidity using object-oriented classification of multispectral images.  TECNOLOGIA Y CIENCIAS DEL AGUA.  3(4):143-150. 2012
• Propuesta metodológica para la cartografía periódica de la cobertura del suelo en Latinoamérica y el Caribe: estado de situación y avances..  REVISTA DE TELEDETECCION.  38:65-70. 2012
• Forecasting Monthly Precipitation in Central Chile: A Self-Organizing Map Approach Using Filtered Sea Surface Temperature.  THEORETICAL AND APPLIED CLIMATOLOGY.  107(1-2). 2011
• Toward reduction of artifacts in fused images.  INTERNATIONAL JOURNAL OF GEOINFORMATICS.  13:368-375. 2011
• Incidencia del Tamaño de la Ventana en la Calidad de las Imágenes Fusionadas Mediante Mapas de Dimensión Fractal.  REVISTA DE TELEDETECCION.  33:101-106. 2010
• Satellite magery Fusion with an Equalized Trade-Off Between Spectral and Spatial Quality.  REVISTA DE TELEDETECCION.  33:107-116. 2010
• Simple Air Temperature Estimation Method from Modis Satellite Images on a Regional Scale.  CHILEAN JOURNAL OF AGRICULTURAL RESEARCH.  70(3):436-445. 2010
• Efecto del ENSO de la Precipitación de Chillán, Chile: Una Aproximación Mediante Wavelets.  GESTIÓN AMBIENTAL.  13:33-48. 2009
• Influencia del ENSO en Modelos de Evaporación: una Aproximación Usando Wavelets.  INGENIERÍA HIDRÁULICA EN MÉXICO.  24(1):5-18. 2009
• A Directed Search Algorithm for Setting the Spectral-Spatial Quality Trade-Off of Fused Images by the Wavelet á Trous (WAT) Method.  INTERNATIONAL JOURNAL OF REMOTE SENSING.  34(4):367-375. 2008
• A Solution to the Unit Commitment Problem Via Molecular Mechanics.  ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIO.  16(1):9-18. 2008
• An Efficient Algorithm for Satelite Images Fusion Based on Contourlet Transform.  INTERNATIONAL JOURNAL OF GEOINFORMATICS.  4(3):33-37. 2008
• Aplicación de la Metodología de Fusión de Imágenes MDMR a la Turbidez en Lagos.  INFORMACION TECNOLOGICA.  19(5):137-146. 2008
• Influencia de las Características Espaciales de las Imágenes Fuente en la Calidad Global de las Imágenes Fusionadas.  REVISTA DE TELEDETECCION.  2(30):33-46. 2008
• Efecto del Enso en la Precipitación de Chillán, Chile: Una Aproximación Mediante Wavelets.  GESTIÓN AMBIENTAL.  13:33-48. 2007
• Fusión de Imágenes QuickBird Mediante una Representación Conjunta Multirresolución-Multidireccional.  IEEE AMÉRICA LATINA.  5(1). 2007
• Multispectral Images Fusion by a Joint Multidirectional and Multiresolution Representation.  INTERNATIONAL JOURNAL OF REMOTE SENSING.  28(18):4065-4079. 2007
• Influencia del nivel de degradación en la calidad de imágenes IKONOS fusionadas mediante el algoritmo a trous..  REVISTA DE TELEDETECCION.  26(18):24-30. 2006
• Spectral or Spatial Quality for Fused Satellite Imagery? A Trade-Off Solution Using the Wavelet a trous Algorithm.  INTERNATIONAL JOURNAL OF REMOTE SENSING.  27(7):1453-1464. 2006
• Fusion of Multispectral and Panchromatic Satellite Sensor Imagery Based on Tailored Filtering in the Fourier Domain.  INTERNATIONAL JOURNAL OF REMOTE SENSING.  26(6):1263-1268. 2005
• Tailored Orthonormal Bases for Wavelet Fusion.  REVISTA DE TELEDETECCION.  23:5-12. 2005
• Control de la Calidad Espacial y Espectral de Imágenes de Satélite Fusionadas Mediante el Algoritmo de Wavelet á Trous.  REVISTA DE TELEDETECCION.  22:47-53. 2004
• Customized Fusion Satellite Images Based on the a Trous Algorithm.  PROCEEDINGS OF SPIE - THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING.  5573:444-451. 2004
• Multispectral Image Fusion by Simulated Annealing.  PROCEEDINGS OF SPIE - THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING.  5238:560-568. 2004
• Adaptive Fusion of ETM + Landsat Imagery in the Fourier Domain.  REVISTA DE TELEDETECCION.  20:59-63. 2003
• A Solution to the Unit Commitment Problem Through the Use of the Molecular Geometrical Optimisation Concept (UCGO).  ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIO.  4:227-233. 2002