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Benjamin Randall Ingram

UNIVERSIDAD DE TALCA

Curicó, Chile

Geostatistics; Data Science; Environmental Modelling; Machine Learning; Image Analysis; Remote Sensing; Computer Science

Geostatistics and Machine Learning, ASTON UNIVERSITY. Reino Unido, 2009
Electronic Engineering and Computer Science, ASTON UNIVERSITY. Reino Unido, 2003

Research Fellow Full Time

ASTON UNIVERSITY

Engineering

Birmingham, Reino Unido

2006 - 2009
Profesor Asistente Full Time

UNIVERSIDAD DE TALCA

Ingenieria

Curicó, Chile

2008 - 2017
Research Fellow Full Time

CRANFIELD UNIVERSITY

Cranfield, Chile

2017 - At present
Conferenciante Full Time

UNIVERSIDAD DE TALCA

Talca, Chile

2024 - At present


A Baseline Assessment of Residential Wood Burning and Urban Air Quality in Climate-Vulnerable Chilean Cities Baettig, Ricardo; Ingram, Ben Article ISI URBAN SCIENCE (2025)
A Comparative Study of a Deep Reinforcement Learning Solution and Alternative Deep Learning Models for Wildfire Prediction Vidal-Silva, C; Pizarro, R; Castillo-Soto, M; Ingram, B; de la Fuente, C; Duarte, V; Sangüesa, C; Ibañez, A Article ISI APPLIED SCIENCES-BASEL (2025)
A Comprehensive Monte Carlo-Simulated Dataset of WAXD Patterns of Wood Cellulose Microfibrils Baettig R.; Ingram, B Article ISI DATA (2025)
A Sub-Hourly Precipitation Dataset from a Pluviographic Network in Central Chile Sangueesa, C; Ibañez, A; Pizarro, R; Vidal-Silva, C; Garcia-Chevesich, P; Mendoza, R; Toledo, C; Pino, J; Paredes, R; Ingram, B Article ISI DATA (2025)
Arsenic contamination of rainfed versus irrigated rice Ingram, Ben; Habib, Muhammad Ashraful; Johnson-Beebout, Sarah E.; Acuin, Cecilia; Corstanje, Ron; Simmons, Robert W.; Kirk, Guy J. D. Article ISI ENVIRONMENTAL POLLUTION (2025)
Artificial intelligence approach to predict microfibril angle of cellulose in wood cell walls by wide-angle X-ray diffraction Baettig R.; Ingram, B Article ISI MEASUREMENT (2025)
Exploiting commercial micro X-ray fluorescence systems for stereoscopic soft X-ray imaging Baettig Palma, Ricardo; Ingram, Benjamin; Cabeza Ricardo Article JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY (2025)
Exploring Procedural Content Generation of Environments for Virtual Museums: A Mixed-Initiative Approach Rubio, C; Barriga N.A.; Ingram, B; Luna-García, H; BESOAIN, F Article ISI HERITAGE (2025)
Fusarium graminearum and zearalenone in wheat: A water activity-temperature model Ingram, B; Marin, S; Kiaitsi, E; Magan, N; Verheecke-Vaessen, C; Cervini, C; Rubio-Lopez, F; Garcia-Cela, E Article ISI FUNGAL BIOLOGY (2025)
Rainwater Harvesting for Well Recharge and Agricultural Irrigation: An Adaptation Strategy to Climate Change in Central Chile Gonzalez P.S.; Lazo, RS; Carrera, CV; Torres, OF; Bustos-Espinoza, L.; Córdova, AI; Ingram, B Article ISI SUSTAINABILITY (2025)
Real-time CO2 monitoring for early detection of grain spoilage and mycotoxin contamination Kiaitsi, Elisavet; Zanardi, Sandro; Sulyok, Michael; Medina, Angel; Ingram, Ben; Suman, Michele; Garcia-Cela, Esther Article ISI JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE (2025)
Wildfire Occurrence and Damage Dataset for Chile (1985-2024): A Real Data Resource for Early Detection and Prevention Systems Vidal-Silva, C; Pizarro, R; Castillo-Soto, M; de la Fuente, C; Duarte, V; Sangueesa, C; Ibañez, A; Paredes, R; Ingram, B Article ISI DATA (2025)
An Investigation of the Spatial Arrangement of Mycotoxin Build-Up in Corn Stored Under Different Environmental Conditions Kerry, Ruth; Ingram, Ben; Abbas, Hamed K.; Ahlborn, Gene Article ISI TOXINS (2024)
An optimized relational database for querying structural patterns in proteins Angles, Renzo; Ingram, Ben Article ISI DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION (2024)
Comparing Current and Future Land Suitability for Growing Rainfed Corn (Zea mays) in Georgia, USA Kerry, Ruth; Ingram, Ben; Golden, Connor S. Article ISI PLANTS-BASEL (2024)
Increases in the Amounts of Agricultural Surfaces and Their Impact on the Sustainability of Groundwater Resources in North-Central Chile Pizarro, Roberto; Borcoski, Francisca; Ingram, Ben; Bustamante-Ortega, Ramon; Sangüesa, Claudia; Ibáñez, Alfredo; Toledo, Cristóbal; Vidal, Cristian; Garcia-Chevesich, Pablo A. Article ISI SUSTAINABILITY (2024)
Investigating the Spatial Patterns of Heavy Metals in Topsoil and Asthma in the Western Salt Lake Valley, Utah Lee, Long Yin; Kerry, Ruth; Ingram, Ben; Golden, Connor S.; Lemonte, Joshua J. Article ISI ENVIRONMENTS (2024)
Precision Turfgrass Irrigation: Capturing Spatial Soil Moisture Patterns with ECa and Drone Data Kerry, Ruth; Ingram, Ben; Sanders, Kirsten; Henrie, Abigail; Hammond, Keegan; Hawks, Dave; Hansen, Neil; Jensen, Ryan; Hopkins, Bryan Article ISI AGRONOMY-BASEL (2024)
Soil sampling and sensed ancillary data requirements for soil mapping in precision agriculture I. delineation of management zones to determine zone averages of soil properties Kerry, Ruth; Ingram, Ben Article ISI PRECISION AGRICULTURE (2024)
Soil sampling and sensed ancillary data requirements for soil mapping in precision agriculture II: contour mapping of soil properties with sensed <i>z</i>-score data for comparison with management zone averages Kerry, Ruth; Ben Ingram; Oliver, Margaret; Frogbrook, Zoe Article ISI PRECISION AGRICULTURE (2024)
Comparing Methods for the Regionalization of Intensity-Duration-Frequency (IDF) Curve Parameters in Sparsely-Gauged and Ungauged Areas of Central Chile Ingram, Ben; Rivera, Diego; Balocchi, Francisco Article ISI HYDROLOGY (2023)
Comparing Methods for the Regionalization of Intensity−Duration−Frequency (IDF) Curve Parameters in Sparsely-Gauged and Ungauged Areas of Central Chile PIZARRO-TAPIA, MANUEL ROBERTO; Ingram, Ben; RIVERA-SALAZAR, DIEGO ANDRES; GARCIA-CHEVESICH, PABLO ANDRES; Balocchi, Francisco Article SCOPUS Hydrology (2023)
Development of a method to assess the risk of aflatoxin contamination of corn within counties in southern Georgia, USA using remotely sensed data Kerry, Ruth; Ingram, Ben; Ortiz, Brenda V.; Scully, Brian T. Article SCOPUS (2023)
Establishment of Monterrey Pine (<i>Pinus radiata</i>) Plantations and Their Effects on Seasonal Sediment Yield in Central Chile Ingram, Ben; Vallejos, Carlos; VERA-CAMIROAGA, MAURICIO ALFREDO; Balocchi, Francisco; Martinez, Gisella Article ISI SCOPUS SUSTAINABILITY (2023)
Fractal Features of Soil Particles as an Index of Land Degradation under Different Land-Use Patterns and Slope-Aspects He, Feng; Mohamadzadeh, Neda; Sadeghnejad, Mostafa; Ingram, Ben Article ISI LAND (2023)
Streamflow Trends in Central Chile Ingram, Ben; Balocchi, Francisco; Vallejos, Carlos; Bernal, Alejandra; Valdes Salazar, Rodrigo Article ISI SCOPUS Hydrology (2023)
Comparative analysis of annual and monthly peak flow tendencies, considering two periods in north-central Chile Balocchi, Francisco; Vallejos, Carlos; Ingram, Ben Article ISI SCOPUS TECNOLOGIA Y CIENCIAS DEL AGUA (2022)
Fractal Features of Soil Particles as an Indicator of Land Degradation under Different Types of Land Use at the Watershed Scale in Southern Iran Tahmoures, Mohammad; Abotaleb, Mostafa; Ingram, Ben Article ISI LAND (2022)
Identification of main factors affecting the within-field spatial variability of grapevine phenology and total soluble solids accumulation: towards the vineyard zoning using auxiliary information De la Fuente, C. Panitrur Article ISI PRECISION AGRICULTURE (2022)
Soil carbon prediction under different land uses by integration of remote sensing and machine learning algorithms in a semi-arid watershed, Iran Khajehzadeh, Mohammad; Afzali, Sayed Fakhreddin; Ingram, Ben Article ARABIAN JOURNAL OF GEOSCIENCES (2022)
Using Soil, Plant, Topographic and Remotely Sensed Data to Determine the Best Method for Defining Aflatoxin Contamination Risk Zones within Fields for Precision Management Kerry, Ruth; Ingram, Ben; Salvacion, Arnold Article ISI AGRONOMY-BASEL (2022)
Determining future aflatoxin contamination risk scenarios for corn in Southern Georgia, USA using spatio-temporal modelling and future climate simulations Kerry, Ruth; Ingram, Ben Article ISI SCOPUS SCIENTIFIC REPORTS (2021)
Investigation of the potential to reduce waste through sampling and spatial analysis of grain bulks Kerry, Ruth; Ingram, Ben Article ISI SCOPUS BIOSYSTEMS ENGINEERING (2021)
A field system for measuring plant and soil carbon fluxes using stable isotope methods McCloskey, Christopher S.; Otten, Wilfred; Paterson, Eric; Ingram, Ben; Kirk, Guy J. D. Article ISI EUROPEAN JOURNAL OF SOIL SCIENCE (2020)
A Rainfall Intensity Data Rescue Initiative for Central Chile Utilizing a Pluviograph Strip Charts Reader (PSCR) Ingram, Ben; Vallejos, Carlos Article ISI WATER (2020)
Investigation of the Environmental and Socio-Economic Characteristics of Counties with a High Asthma Burden to Focus Asthma Action in Utah Vowles, Maureen; Kerry, Ruth; Ingram, Ben; Mason, Linda Article ISI International #Journal of Environmental Research and Public Health (2020)
Stabilization of stage-discharge curves following the establishment of forest plantations: Implications for sediment production Ingram, Ben; Vallejos, Carlos Article ISI RIVER RESEARCH AND APPLICATIONS (2020)
Towards an empirical model to estimate the spatial variability of grapevine phenology at the within field scale GarcÃa de CortÃ¡zar-Atauri I. Article ISI SCOPUS PRECISION AGRICULTURE (2020)
Urban trees and environmental variables: Relationships in a city of Central Chile Ponce Donoso, Mauricio; VALLEJOS-BARRA, OSCAR SANTIAGO; Ingram, Ben; Daniluk Mosquera, Gustavo Article SCOPUS Arboriculture and Urban Forestry (2020)
GIS and multi-criteria decision-making analysis assessment of land suitability for rapeseed farming in calcareous soils of semi-arid regions Ingram, Ben Article ECOLOGICAL INDICATORS (2019)
Spatial analysis of drug poisoning deaths in the American west: A comparison study using profile regression to adjust for collinearity and spatial correlation Article ISI SCOPUS DRUG AND ALCOHOL DEPENDENCE (2019)
Spatial Analysis of Lung Cancer Mortality in the American West to Improve Allocation of Medical Resources Goovaerts P.; Tereault C. Article ISI SCOPUS Applied Spatial Analysis and Policy (2019)
Defining and characterizing Aflatoxin contamination risk areas for corn in Georgia, USA: Adjusting for collinearity and spatial correlation Yoo, EunHye; Kerry, Ruth; Ingram, Ben; Ortiz, Brenda; Scully, Brian Article Spatial Statistics (2018)
Spatial and Temporal Analysis of Rainfall Concentration Using the Gini Index and PCI Pino, Juan; Ibáñez, Alfredo Article ISI SCOPUS WATER (2018)
Temporal stability of within-field variability of total soluble solids of grapevine under semi-arid conditions: a first step towards a spatial model Ingram, B; Tisseyre, B Article ISI SCOPUS OENO ONE (2018)
WEBSEIDF: A Web-Based System for the Estimation of IDF Curves in Central Chile Gonzalez-Leiva, F; Sangüesa, C; Delgado, N; Valdes, JB Article WOS-ESCI HYDROLOGY (2018)
A Spatio-Temporal investigation of risk factors for aflatoxin contamination of corn in southern Georgia, USA using geostatistical methods Ortiz B.V.; Scully B.T. Article ISI SCOPUS CROP PROTECTION (2017)
A Web-based GIS Decision Support Tool for Determining Corn Aflatoxin Risk: A Case Study Data from Southern Georgia, USA Article Advances in Animal Biosciences (2017)
Detection and Segmentation of Vine Canopy in Ultra-High Spatial Resolution RGB Imagery Obtained from Unmanned Aerial Vehicle (UAV): A Case Study in a Commercial Vineyard Olmedo G.F. Article ISI SCOPUS REMOTE SENSING (2017)
Determining Corn Aflatoxin Risk within Counties in Southern Georgia, USA using Remotely Sensed Data Kerry, R.; Ingram, B. R.; Ortiz, B. V.; Scully, B. T. Article Advances in Animal Biosciences (2017)
Modeling the spatial distribution of African buffalo (Syncerus caffer) in the Kruger National Park, South Africa Fosgate G.T. Article ISI SCOPUS PLOS ONE (2017)
Selecting Canopy Zones and Thresholding Approaches to Assess Grapevine Water Status by Using Aerial and Ground-Based Thermal Imaging Article ISI SCOPUS REMOTE SENSING (2016)
Spatial analysis of drug poisoning deaths in the American West, particularly Utah Vowles, M Article ISI SCOPUS INTERNATIONAL JOURNAL OF DRUG POLICY (2016)
Spatial variability of phenology in two irrigated grapevine cultivar growing under semi-arid conditions Verdugo-Vásquez, N; Acevedo-Opazo, C; Valdes-Gomez, H; Araya-Alman, M; Ingram, B; de Cortazar-Atauri, IG; Tisseyre, B Article ISI SCOPUS PRECISION AGRICULTURE (2016)
A comparison of multiple indicator kriging and area-to-point Poisson kriging for mapping patterns of herbivore species abundance in Kruger National Park, South Africa Kerry, R.; Goovaerts P.; Smit, IPJ; Ingram, BR Article ISI SCOPUS International Journal of Geographical Information Science (2013)
Projected sequential Gaussian processes: A C plus plus tool for interpolation of large datasets with heterogeneous noise Barillec R.; Ingram, B; Cornford, D.; Csato, L Article ISI SCOPUS Computers and Geosciences (2011)


Temporal stability of within-field variability for total soluble solids in four irrigated grapevines cultivars growing under semi-arid conditions Ingram, B; De Cortazar I.G.; Tisseyre, B ConferencePaper SCOPUS Precision Agriculture 2015 - Papers Presented at the 10th European Conference on Precision Agriculture, ECPA 2015 (2015)
Parallel Geostatistics for Sparse and Dense Datasets Ingram, B; Cornford, D. ConferencePaper ISI GEOENV VII - GEOSTATISTICS FOR ENVIRONMENTAL APPLICATIONS (2010)
Robust Automatic Mapping Algorithms in a Network Monitoring Scenario Ingram, B; Cornford, D.; Csato, L ConferencePaper ISI GEOENV VII - GEOSTATISTICS FOR ENVIRONMENTAL APPLICATIONS (2010)


Mechanisms and genetics of iron toxicity tolerance in African rice Ingram, Benjamin Proyecto (2018)
Investigating patterns of species abundance in Kruger National Park using geostatistical methods SAN Parks (106) Proyecto 2012-2014 Investigador(a)
Geostatistics for large-scale environmental datasets FONDECYT (11110330) Proyecto 2011-2014 Inv. Principal
SISTEMA DE ESTIMACIÓN DE EVENTOS EXTREMOS DE LLUVIA, PARA LA PREVENCIÓN Y MITIGACIÓN DE LOS RIESGOS DE AVENIDAS Y CAUDALES CIRCULANTES, EN UN CONTEXTO DE VARIABILIDAD Y CAMBIO CLIMÁTICO. FONDEF (D08I1054) Proyecto 2010-2013 Investigador(a)
Interoperability and Automated Mapping European Commission Sixth Framework Programme (IST Call 5=> IST-2005-2.5.12) Proyecto 2006-2009 Investigador(a)