Itai Kloog

发表

Advancing methodologies for applying machine learning and evaluating spatiotemporal models of fine particulate matter (PM2.5) using satellite data over large regions.

Allan C Just, Kodi B Arfer, Johnathan Rush, 2020, Atmospheric environment.

Using kernel density function as an urban analysis tool: Investigating the association between nightlight exposure and the incidence of breast cancer in Haifa, Israel

Itai Kloog, Boris A. Portnov, Abraham Haim, 2009, Comput. Environ. Urban Syst..

shadow: R Package for Geometric Shadow Calculations in an Urban Environment

Michael Dorman, Itai Kloog, Evyatar Erell, 2019, R J..

Gaussian Markov Random Fields versus Linear Mixed Models for satellite-based PM2.5 assessment: Evidence from the Northeastern USA

Itai Kloog, Ron Sarafian, Allan C. Just, 2019, Atmospheric Environment.

Novel Approaches to Air Pollution Exposure and Clinical Outcomes Assessment in Environmental Health Studies

Itai Kloog, Shaked Yarza, Lior Hassan, 2020 .

How does socio-economic and demographic dissimilarity determine physical and virtual segregation?

Itai Kloog, Tal Svoray, Michael Dorman, 2020, J. Spatial Inf. Sci..

Validating and Comparing Highly Resolved Commercial “Off the Shelf” PM Monitoring Sensors with Satellite Based Hybrid Models, for Improved Environmental Exposure Assessment

Michael Dorman, Itai Kloog, Dan Lesser, 2020, Sensors.

Demonstrating the effect of exposure to nature on happy facial expressions via Flickr data: Advantages of non-intrusive social network data analyses and geoinformatics methodologies

Golan Shahar, Michael Dorman, Itai Kloog, 2018, Journal of Environmental Psychology.

A Satellite-Based Spatio-Temporal Machine Learning Model to Reconstruct Daily PM2.5 Concentrations across Great Britain

Itai Kloog, Stefan Reis, Antonio Gasparrini, 2020, Remote. Sens..

A review of AirQ Models and their applications for forecasting the air pollution health outcomes

Itai Kloog, Margherita Ferrante, Gea Oliveri Conti, 2017, Environmental Science and Pollution Research.

Estimation of Hourly near Surface Air Temperature Across Israel Using an Ensemble Model

Itai Kloog, Bin Zhou, Evyatar Erell, 2020, Remote. Sens..

Correcting Measurement Error in Satellite Aerosol Optical Depth with Machine Learning for Modeling PM2.5 in the Northeastern USA

Michael Dorman, Itai Kloog, Alexei I. Lyapustin, 2018, Remote. Sens..

Assessing PM2.5 Exposures with High Spatiotemporal Resolution across the Continental United States.

Yujie Wang, Alexei Lyapustin, Itai Kloog, 2016, Environmental science & technology.

A Domain Adaptation Approach for Performance Estimation of Spatial Predictions

Itai Kloog, Ron Sarafian, Elad Sarafian, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Gaussian Markov random fields improve ensemble predictions of daily 1 km PM2.5 and PM10 across France

Itai Kloog, Ron Sarafian, Alexandra Shtein, 2021 .

FUNCTION-ON-FUNCTION REGRESSION FOR THE IDENTIFICATION OF EPIGENETIC REGIONS EXHIBITING WINDOWS OF SUSCEPTIBILITY TO ENVIRONMENTAL EXPOSURES.

Itai Kloog, Joel Schwartz, Marie-France Hivert, 2019, The annals of applied statistics.

Optimal-design domain-adaptation for exposure prediction in two-stage epidemiological studies

Itai Kloog, Ron Sarafian, Jonathan D. Rosenblatt, 2021, Journal of Exposure Science & Environmental Epidemiology.

Correction: Schneider et al. A Satellite-Based Spatio-Temporal Machine Learning Model to Reconstruct Daily PM2.5 Concentrations across Great Britain. Remote Sens. 2020, 12, 3803

Itai Kloog, Antonio Gasparrini, Stefan Reis, 2021, Remote. Sens..

The Spatio-Temporal Distribution of Particulate Matter during Natural Dust Episodes at an Urban Scale

Itai Kloog, Michael Friger, I. Kloog, 2016, PloS one.

Does the Modern Urbanized Sleeping Habitat Pose a Breast Cancer Risk?

Itai Kloog, Boris A. Portnov, Abraham Haim, 2011, Chronobiology international.

Prenatal Particulate Air Pollution and Asthma Onset in Urban Children. Identifying Sensitive Windows and Sex Differences.

Itai Kloog, Joel Schwartz, Brent A Coull, 2015, American journal of respiratory and critical care medicine.

Using Satellite-Based Spatiotemporal Resolved Air Temperature Exposure to Study the Association between Ambient Air Temperature and Birth Outcomes in Massachusetts

Itai Kloog, Brent A Coull, Francesco Nordio, 2015, Environmental health perspectives.

Estimating daily PM2.5 and PM10 over Italy using an ensemble model.

Itai Kloog, Arnon Karnieli, Francesco Forastiere, 2019, Environmental science & technology.

Fine Particulate Matter Predictions Using High Resolution Aerosol Optical Depth (AOD) Retrievals

Alexei Lyapustin, Itai Kloog, Yujie Wang, 2014 .

Estimating daily and intra-daily PM10 and PM2.5 in Israel using a spatio-temporal hybrid modeling approach

Alexei Lyapustin, Michael Dorman, Itai Kloog, 2018, Atmospheric Environment.

Low-Concentration PM2.5 and Mortality: Estimating Acute and Chronic Effects in a Population-Based Study

Itai Kloog, Steven J. Melly, Antonella Zanobetti, 2015, Environmental health perspectives.

Modelling daily PM2.5 concentrations at high spatio-temporal resolution across Switzerland.

Itai Kloog, Massimo Stafoggia, Nino Künzli, 2018, Environmental pollution.

Estimating daily PM2.5 and PM10 across the complex geo-climate region of Israel using MAIAC satellite-based AOD data.

Alexei Lyapustin, Allan C Just, Itai Kloog, 2015, Atmospheric environment.

Satellite remote sensing in epidemiological studies

Allan C Just, Itai Kloog, Meytar Sorek-Hamer, 2016, Current opinion in pediatrics.

Evaluation of Chronic Obstructive Pulmonary Disease (COPD) attributed to atmospheric O3, NO2, and SO2 using Air Q Model (2011-2012 year).

Itai Kloog, Kazem Naddafi, Margherita Ferrante, 2016, Environmental research.

Estimating daily air temperature across the Southeastern United States using high-resolution satellite data: A statistical modeling study.

Itai Kloog, Joel Schwartz, Pengfei Liu, 2016, Environmental research.

Associations between long-term exposure to PM2.5 component species and blood DNA methylation age in the elderly: The VA normative aging study.

Allan C Just, Itai Kloog, Pantel Vokonas, 2017, Environment international.

Ensemble averaging based assessment of spatiotemporal variations in ambient PM2.5 concentrations over Delhi, India, during 2010-2016.

Itai Kloog, Dorairaj Prabhakaran, Joel D. Schwartz, 2020, Atmospheric environment.

An ensemble-based model of PM2.5 concentration across the contiguous United States with high spatiotemporal resolution.

Alexei Lyapustin, Itai Kloog, Yujie Wang, 2019, Environment international.

Using High-Resolution Satellite Aerosol Optical Depth To Estimate Daily PM2.5 Geographical Distribution in Mexico City.

Alexei Lyapustin, Allan C Just, Itai Kloog, 2015, Environmental science & technology.

Estimation of daily PM10 and PM2.5 concentrations in Italy, 2013-2015, using a spatiotemporal land-use random-forest model.

Alexei Lyapustin, Itai Kloog, Joel Schwartz, 2019, Environment international.

Assessment of PM2.5 concentrations over bright surfaces using MODIS satellite observations

Itai Kloog, Ayala Cohen, David M. Broday, 2015 .

Impacts of elevated atmospheric CO2 on nutrient content of important food crops

Itai Kloog, Antonella Zanobetti, Randall L. Nelson, 2015, Scientific Data.

Long-term Exposure to PM2.5 and Incidence of Acute Myocardial Infarction

Itai Kloog, Joel Schwartz, Brent A. Coull, 2012, Environmental health perspectives.

Particulate Air Pollution and Fasting Blood Glucose in Nondiabetic Individuals: Associations and Epigenetic Mediation in the Normative Aging Study, 2000–2011

Itai Kloog, Brent A. Coull, Jia Zhong, 2016, Environmental health perspectives.

Hospital admissions in Iran for cardiovascular and respiratory diseases attributed to the Middle Eastern Dust storms

Itai Kloog, Philip K. Hopke, Mohammad Javad Mohammadi, 2017, Environmental Science and Pollution Research.

Associations between prenatal traffic-related air pollution exposure and birth weight: Modification by sex and maternal pre-pregnancy body mass index.

Allan C Just, Itai Kloog, Joel Schwartz, 2015, Environmental research.

Effect of increased concentrations of atmospheric carbon dioxide on the global threat of zinc deficiency: a modelling study.

Itai Kloog, Antonella Zanobetti, Joel Schwartz, 2015, The Lancet. Global health.

Long-term Exposure to PM2.5 and Incidence of Acute Myocardial Infarction

Itai Kloog, Joel Schwartz, Brent A. Coull, 2012, Environmental Health Perspectives.

Estimating daily minimum, maximum, and mean near surface air temperature using hybrid satellite models across Israel

Allan C Just, Michael Dorman, Itai Kloog, 2017, Environmental research.

Consequences of kriging and land use regression for PM2.5 predictions in epidemiologic analyses: insights into spatial variability using high-resolution satellite data

Itai Kloog, Joel Schwartz, Alexandra Chudnovsky, 2014, Journal of Exposure Science and Environmental Epidemiology.

Predicting spatiotemporal mean air temperature using MODIS satellite surface temperature measurements across the Northeastern USA

Itai Kloog, Joel Schwartz, Brent A. Coull, 2014 .

Estimation of daily PM10 concentrations in Italy (2006-2012) using finely resolved satellite data, land use variables and meteorology.

Alexei Lyapustin, Itai Kloog, Joel Schwartz, 2017, Environment international.

Temporal and spatial assessments of minimum air temperature using satellite surface temperature measurements in Massachusetts, USA.

Itai Kloog, Joel Schwartz, Alexandra Chudnovsky, 2012, The Science of the total environment.

Using new satellite based exposure methods to study the association between pregnancy pm2.5 exposure, premature birth and birth weight in Massachusetts

Itai Kloog, Joel Schwartz, Brent A Coull, 2012, Environmental Health.

Long-Term Exposure to Fine Particulate Matter, Residential Proximity to Major Roads and Measures of Brain Structure

Itai Kloog, Sudha Seshadri, Joel Schwartz, 2014, Stroke.

Assessing NO2 Concentration and Model Uncertainty with High Spatiotemporal Resolution across the Contiguous United States Using Ensemble Model Averaging.

Alexei Lyapustin, Itai Kloog, Yujie Wang, 2019, Environmental science & technology.

Long- and Short-Term Exposure to PM2.5 and Mortality: Using Novel Exposure Models

Itai Kloog, Petros Koutrakis, Brent A Coull, 2013, Epidemiology.