Puesto de trabajo HR
- Profesor Titular
Cerrar
Lillo Saavedra, Mario Fernando
Posiciones
- Profesor Titular, Departamento de Mecanización y Energía , Facultad de Ingeniería Agrícola
Visión General
Publicaciones
publicaciones seleccionadas
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artículo académico
- The Impacts of Changing Winter Warm Spells on Snow Ablation Over Western North America. WATER RESOURCES RESEARCH. 60(5). 2024
- DAILY CROP EVAPOTRANSPIRATION AND DIURNAL DYNAMICS OF THE SURFACE ENERGY BALANCE OF A DRIP-IRRIGATED BLUEBERRY (VACCINIUM CORYMBOSUM) ORCHARD. IRRIGATION SCIENCE. 1-13. 2023
- 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
- THE OUTLINING OF AGRICULTURAL PLOTS BASED ON SPATIOTEMPORAL CONSENSUS SEGMENTATION. REMOTE SENSING. 10(12):1-13. 2018
- TS2URF: A NEW METHOD FOR SHARPENING THERMAL INFRARED SATELLITE IMAGERY. REMOTE SENSING. 10(2):1-14. 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
- JOURNAL OF HYDROLOGY. 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
- ENVIRONMENTAL MONITORING AND ASSESSMENT. 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. 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. 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 2011
- INCIDENCIA DEL TAMAÑO DE LA VENTANA EN LA CALIDAD DE LAS IMÁGENES FUSIONADAS MEDIANTE MAPAS DE DIMENSIÓN FRACTAL 2010
- SATELLITE MAGERY FUSION WITH AN EQUALIZED TRADE-OFF BETWEEN SPECTRAL AND SPATIAL QUALITY 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 2009
- INFLUENCIA DEL ENSO EN MODELOS DE EVAPORACIÓN: UNA APROXIMACIÓN USANDO WAVELETS 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 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 2008
- EFECTO DEL ENSO EN LA PRECIPITACIÓN DE CHILLÁN, CHILE: UNA APROXIMACIÓN MEDIANTE WAVELETS 2007
- FUSIÓN DE IMÁGENES QUICKBIRD MEDIANTE UNA REPRESENTACIÓN CONJUNTA MULTIRRESOLUCIÓN-MULTIDIRECCIONAL 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. 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 2005
- CONTROL DE LA CALIDAD ESPACIAL Y ESPECTRAL DE IMÁGENES DE SATÉLITE FUSIONADAS MEDIANTE EL ALGORITMO DE WAVELET Á TROUS 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 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
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libro
- ANDEAN HYDROLOGY 2018
Contacto
nombre completo
- Mario Fernando Lillo Saavedra
correos electrónicos adicionales
- malillo@udec.cl
red de Coautor
Mapa de la ciencia