18 results on '"Katra, Itzhak"'
Search Results
2. Exposure Assessment of Indoor PM Levels During Extreme Dust Episodes.
- Author
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Katra I and Krasnov H
- Subjects
- Cities, Environmental Exposure, Environmental Monitoring, Israel, Particle Size, Air Pollutants analysis, Air Pollution, Indoor, Dust analysis, Particulate Matter analysis
- Abstract
Millions of people live in areas that are subject to frequent dust events; however gaps remain in our knowledge about the association between dust, air quality and corresponding particulate matter (PM) exposure levels inside buildings. This case study demonstrates how the PM
2.5 and PM10 levels in an urban environment respond to strong natural dust episodes. Real-time measurements were recorded simultaneously in indoor and outdoor environments in households in the city of Beer-Sheva, Israel during several strong dust events. A typical strong event was used for a detailed analysis of PM10 and PM2.5 . Outdoor daily concentrations were above 1000 µg m-3 for PM10 , the maximum hourly value of which was 1320 µg m-3 . The indoor PM10 peaked at about 700 µg m-3 and fluctuated in parallel with the outdoor level but with a time lag of about 15 min. Indoor air tended to remain for several hours after the dust event had subsided. Analyses of multiple events revealed that the dependence of indoor PM2.5 and PM10 on natural dust varies but is not directly linked to the level of atmospheric dust concentration. From a health perspective, the exposure risk posed by extreme indoor PM2.5 and PM10 levels generated by natural dust episodes should be considered.- Published
- 2020
- Full Text
- View/download PDF
3. The Spatio-Temporal Distribution of Particulate Matter during Natural Dust Episodes at an Urban Scale.
- Author
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Krasnov H, Kloog I, Friger M, and Katra I
- Subjects
- Humans, Israel, Models, Theoretical, Seasons, Urban Renewal, Air Pollutants analysis, Dust analysis, Environmental Monitoring, Particulate Matter analysis, Spatio-Temporal Analysis
- Abstract
Dust storms are a common phenomenon in arid and semi-arid areas, and their impacts on both physical and human environments are of great interest. Number of studies have associated atmospheric PM pollution in urban environments with origin in natural soil/dust, but less evaluated the dust spatial patterns over a city. We aimed to analyze the spatial-temporal behavior of PM concentrations over the city of Beer Sheva, in southern Israel, where dust storms are quite frequent. PM data were recorded during the peak of each dust episode simultaneously in 23 predetermined fixed points around the city. Data were analyzed for both dust days and non-dust days (background). The database was constructed using Geographic Information System and includes distributions of PM that were derived using inverse distance weighted (IDW) interpolation. The results show that the daily averages of atmospheric PM10 concentrations during the background period are within a narrow range of 31 to 48 μg m-3 with low variations. During dust days however, the temporal variations are significant and can range from an hourly PM10 concentration of 100 μg m-3 to more than 1280 μg m-3 during strong storms. IDW analysis demonstrates that during the peak time of the storm the spatial variations in PM between locations in the city can reach 400 μg m-3. An analysis of site and storm contribution to total PM concentration revealed that higher concentrations are found in parts of the city that are proximal to dust sources. The results improve the understanding of the dynamics of natural PM and the dependence on wind direction. This may have implications for environmental and health outcomes.
- Published
- 2016
- Full Text
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4. Increase in dust storm related PM10 concentrations: A time series analysis of 2001-2015.
- Author
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Krasnov H, Katra I, and Friger M
- Subjects
- Cities, Israel, Models, Theoretical, Regression Analysis, Time, Wind, Air Pollutants analysis, Dust analysis, Particulate Matter analysis
- Abstract
Over the last decades, changes in dust storms characteristics have been observed in different parts of the world. The changing frequency of dust storms in the southeastern Mediterranean has led to growing concern regarding atmospheric PM10 levels. A classic time series additive model was used in order to describe and evaluate the changes in PM10 concentrations during dust storm days in different cities in Israel, which is located at the margins of the global dust belt. The analysis revealed variations in the number of dust events and PM10 concentrations during 2001-2015. A significant increase in PM10 concentrations was identified since 2009 in the arid city of Beer Sheva, southern Israel. Average PM10 concentrations during dust days before 2009 were 406, 312, and 364 μg m(-3) (median 337, 269,302) for Beer Sheva, Rehovot (central Israel) and Modi'in (eastern Israel), respectively. After 2009 the average concentrations in these cities during dust storms were 536, 466, and 428 μg m(-3) (median 382, 335, 338), respectively. Regression analysis revealed associations between PM10 variations and seasonality, wind speed, as well as relative humidity. The trends and periodicity are stronger in the southern part of Israel, where higher PM10 concentrations are found. Since 2009 dust events became more extreme with much higher daily and hourly levels. The findings demonstrate that in the arid area variations of dust storms can be quantified easier through PM10 levels over a relatively short time scale of several years., (Copyright © 2015 Elsevier Ltd. All rights reserved.)
- Published
- 2016
- Full Text
- View/download PDF
5. Individual Effect Modifiers of Dust Exposure Effect on Cardiovascular Morbidity.
- Author
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Vodonos A, Friger M, Katra I, Krasnov H, Zahger D, Schwartz J, and Novack V
- Subjects
- Age Factors, Aged, Female, Humans, Israel, Male, Middle Aged, Risk Factors, Sex Factors, Acute Coronary Syndrome etiology, Air Pollutants adverse effects, Air Pollution adverse effects, Dust, Hospitalization, Particulate Matter adverse effects
- Abstract
Background: High concentrations of particulate matter (PM) air pollution have been associated with death and hospital admissions due to cardiovascular morbidity. However, it is not clear a) whether high levels of non-anthropogenic PM from dust storms constitute a health risk; and b) whether these health risks are exacerbated in a particular demographic., Methods: This study comprised all patients above 18 years old admitted to Soroka University Medical Center (1000 bed tertiary hospital, Be'er-Sheva, Israel, 2001-2010) with a primary diagnosis of acute coronary syndrome (ACS). Data on meteorological parameters and PM10 (particulate matter <10 μm in aerodiameter) were obtained from monitoring stations in the city of Be'er-Sheva. Data were analyzed using a case crossover analysis to examine the effect of dust exposure on hospitalization due to ACS and the interaction with co-morbidities and demographic factors., Results: There were 16,734 hospitalizations due to ACS during the study period. The estimated odds of hospitalization due to ACS was significantly associated with PM10 during non dust storm days at the same day of the exposure (lag0); OR = 1.014 (95%CI 1.001-1.027) for a 10 μg/m3 increase, while a delayed response (lag1) was found during the dust storm days; OR = 1.007 (95%CI 1.002-1.012). The effect size for the dust exposure association was larger for older (above the age of 65), female or Bedouin patients., Conclusions: Exposure to non-anthropogenic PM is associated with cardiovascular morbidity. Health risk associated dust exposure is gender and age specific with older women and Bedouin patients being the most vulnerable groups.
- Published
- 2015
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6. Richness and diversity in dust stormborne biomes at the southeast mediterranean.
- Author
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Katra I, Arotsker L, Krasnov H, Zaritsky A, Kushmaro A, and Ben-Dov E
- Subjects
- Actinobacteria, Betaproteobacteria, Dust, Embryophyta, Environmental Exposure adverse effects, Fungi, Israel, Ecosystem, Particulate Matter adverse effects
- Abstract
Dust storms include particulate matter that is transported over land and sea with biota that could impact downwind ecosystems. In addition to the physico-chemical compositions, organismal diversities of dust from two storm events in southern Israel, December 2012 (Ev12) and January 2013 (Ev13), were determined by pyro-sequencing using primers universal to 16S and 18S rRNA genes and compared. The bio-assemblages in the collected dust samples were affiliated with scores of different taxa. Distinct patterns of richness and diversity of the two events were influenced by the origins of the air masses: Ev13 was rich with reads affiliated to Betaproteobacteria and Embryophyta, consistent with a European origin. Ev12, originated in north-Africa, contained significantly more of the Actinobacteria and fungi, without conifers. The abundance of bacterial and eukaryotic reads demonstrates dissemination of biological material in dust that may impose health hazards of pathogens and allergens, and influence vegetation migration throughout the world.
- Published
- 2014
- Full Text
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7. Dust Emission Thresholds in Loess Soil Under Different Saltation Fluxes.
- Author
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Rubinstein, Aviv, Ben-Hur, Meni, and Katra, Itzhak
- Subjects
DUST ,PARTICLE size distribution ,FRICTION velocity ,LOESS ,LIFT (Aerodynamics) - Abstract
Soil-derived dust particles produced by aeolian (wind) processes have significant impacts on humans and the Earth's systems. The soil particle size distribution is a major soil characteristic in dust emission models. Yet empirical information on the dependence of dust emission thresholds on soil particle size distribution is still lacking. The main goal of this study was to explore the dust emission threshold from semi-arid loess soil samples by a targeted wind-tunnel experiment. The results clearly show that the dust emission threshold is associated with the saltation threshold with no distinct direct aerodynamic lifting of the loose dust particle. The dust flux depends on the amount of the clay-silt fraction in the soil, the shear velocity, and the saltation flux under certain shear velocity. The study aimed to advance our understating of the dust emission processes, and to provide empirical information for parametrization in dust emission models and for management strategy of soils in preventing dust emission. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
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8. Dependence of the Dust Emission on the Aggregate Sizes in Loess Soils.
- Author
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Gelbart, Gilad and Katra, Itzhak
- Subjects
DUST ,PARTICULATE matter ,LOESS ,AIR pollution ,SOIL structure - Abstract
Dust emission resulted from soil erosion by wind with significant impacts of soil (nutrient) loss and air pollution of particulate matter (PM). The ejection of dust from soil aggregates due to saltation has been hypothesized to play a major role in dust emission. Yet empirical information on the role of different aggregate sizes in dust emission is still lacking. The main goal of this study was to explore the dust emission threshold in different aggregate sizes of a semiarid loess soil. To this end, we conducted targeted wind-tunnel experiment on dust emission. The results show that dust emission from aggregate at size of 63–250 µm, 250–500 µm, and 500–1000 µm is enabled only under the conditions of saltation. The dust-PM threshold at shear velocities of 0.24–0.52 m/s depends on the aggregates size. Aggregates at the size of saltators (125–500 µm) were the most productive in dust generation by the mechanism of aggregate disintegration. In our bulk sample, the aggregate group of 63–250 µm has the highest contribution to the total dust emission. The study aimed to advance our capability in soil resources management and for model parameterization in dust emission schemes. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
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9. Comparison of Diverse Dust Control Products in Wind-Induced Dust Emission from Unpaved Roads.
- Author
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Katra, Itzhak
- Subjects
DUST control ,DUST ,MINERAL dusts ,SYNTHETIC products ,PARTICULATE matter ,WIND erosion ,PAVEMENTS - Abstract
Surfaces of unpaved roads are subjected to dust PM10 (particulate matter < 10 µm) emission by wind process regardless of vehicles (wheels) transport. However, there is little quantitative information on wind-induced dust emission from unpaved roads and the efficiency of diverse dust control products. The study aimed to fill this clear applied scientific gap using wind-tunnel experiments under laboratory and field conditions. The wind-tunnel complies with aerodynamics requirements and is adjusted to dynamic similitude by appropriately scaling all variables that affect dust transport. The results of the control sample (no-treatment) clearly show that dust emission by wind from unpaved road could be a substantial contribution to mass transfer and air pollution, and thus should be considered. Diverse dust control products of synthetic and organic polymers (Lignin, Resin, Bitumen, PVA, Brine) were tested. In the first stage, the products were tested under controlled-laboratory conditions. The results enabled quantitative assessment of the product efficacy in wind erosion without the impact of vehicle transport. In the second stage, the products were tested in field experiment in an active quarry, in which the products were applied on plots along the road. The field experiment was conducted after transportation of the quarry-haul trucks in two time points: several days after the application, and several weeks after the application. The results show that in most of the plots the dust emission increases with the wind velocity. PM10 fluxes from the road surface in each plot were calculated to determine the effectiveness of the dust control products. Some products significantly reduced dust emission from quarry roads, especially when using the Hydrous magnesium chloride (Brine). Additional experiments revealed that such Brine can be applied with reduced amounts and still keeping on low emission. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
10. Adsorption of active trace gases by ensemble of ultrafine porous particles with impermeable cores.
- Author
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Fominykh, Andrew, Katra, Itzhak, Krasovitov, Boris, and Levy, Avi
- Subjects
- *
TRACE gases , *RADON isotopes , *RADIOISOTOPES , *GAS absorption & adsorption , *IODINE isotopes , *STABLE isotopes , *RADIOACTIVE decay , *PARTICULATE matter - Abstract
In the present study, we analyze the combined influence of several factors on the rate of atmospheric trace gas adsorption by an ensemble of porous aerosol particles. The factors include the presence of a non-porous non-adsorbing inner core, kinetic effects, non-uniform distribution of concentration of adsorbed gas inside particles, i nert admixtures in the atmosphere, radioactive decay, and particle number density. The particles size has the same order of magnitude as a free path length of molecules in air. The evolution of concentration of adsorbed active trace gas in solid porous particles is described by an integral equation, while the evolution of active trace radioactive gas in a gaseous phase is determined by an integro-differential equation. Numerical calculations are performed to investigate the adsorption of different isotopes of Radon and Iodine by porous particles. The comparison of rates of gas adsorption for radioactive isotopes of Iodine with a stable isotope 1-127 shows that radioactive decay alters the scenario of the gas adsorption process by porous particles. The accuracy of the developed model of radioactive gas adsorption by porous particles is validated by available experimental data. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
11. Modelling of nitric acid gas adsorption by atmospheric dust particles.
- Author
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Elperin, Tov, Fominykh, Andrew, Katra, Itzhak, and Krasovitov, Boris
- Subjects
MINERAL dusts ,DUST ,GAS absorption & adsorption ,HEALTH risk assessment ,PARTICULATE matter ,NITRIC acid - Abstract
We suggest a two-dimensional model of adsorption of trace atmospheric gases by mineral dust particles with origin from desert soils. The model is based on the application of theory of turbulent diffusion in the atmospheric boundary layer (ABL) in conjunction with the model of gas adsorption by porous solid particles. The numerical model is formulated using parameterizations based on eolian (by wind) dust emission experiments. The eolian field experiments were performed at a dust source (loess soil in Northern Negev, Israel) using a portable boundary layer wind tunnel to determine the emitted particulate matter (PM) fluxes for different wind speeds and varying soil conditions. The numerical analysis is performed for the adsorption of gas-phase HNO
3 by dust PM. We determined numerically concentration distributions of the atmospheric dust PM, and trace gas using shear velocity and emitted dust flux from the soils employed in the experiments. Analysis was performed for the case of neutral and slightly stable stratification of ABL typical for dust storm events in the East Mediterranean. The numerical analysis showed that during dust events the slightly stable atmosphere is characterized by higher concentration of PM10 in the surface layer than the neutrally stable atmosphere. It is found that in the case of neutral stratification as well as for stable atmospheric stratification the concentration of nitric acid HNO3 strongly depends on concentration of atmospheric dust particles. The developed model enhances our capacity of quantification of atmospheric dust effects in climate models as well as health risk assessment. Copyright © 2019 American Association for Aerosol Research [ABSTRACT FROM AUTHOR]- Published
- 2019
- Full Text
- View/download PDF
12. In vitro exposure of nasal epithelial cells to atmospheric dust.
- Author
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Elad, David, Zaretsky, Uri, Avraham, Sharon, Gotlieb, Ruthie, Wolf, Michael, Katra, Itzhak, Sarig, Shlomo, and Zaady, Eli
- Subjects
NASAL mucosa ,PARTICULATE matter ,MUCINS ,DUST storms ,SIMULATION methods & models - Abstract
Dust storms are common phenomena in many parts of the world, and significantly increase the level of atmospheric particulate matter (PM). The soil-derived dust is a mixture of organic and inorganic particles and even remnants of pesticides from agricultural areas nearby. The risk of human exposure to atmospheric dust is well documented, but very little is known on the impact of inhaled PM on the biological lining of the nasal cavity, which is the natural filter between the external environment and the respiratory tract. We developed a new system and methodology for in vitro exposure of cultured nasal epithelial cells (NEC) to atmospheric soil-dust pollutants under realistic and controlled laboratory simulations that mimic nasal breathing. We exposed cultured NEC to clean and dust-polluted airflows that mimic physiological conditions. The results revealed that the secretion of mucin and IL-8 from the NEC exposed to clean and dust-polluted airflows was less than the secretion at static conditions under clean air. The secretion of IL-8 from NEC exposed to dust-polluted air was larger than that of clean air, but not larger than in the static case. The experiments with dust air pollution that also contained agricultural pesticides did not reveal differences in the secretion of mucin and IL-8 as compared to the same pollution without pesticides. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
13. Airborne dust absorption by semi-arid forests reduces PM pollution in nearby urban environments.
- Author
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Uni, Daphna and Katra, Itzhak
- Subjects
- *
DUST storms , *PARTICULATE matter , *AIR pollution , *HEALTH , *AIR quality - Abstract
Dust storms are a major source of global atmospheric particulate matter (PM), having significant impacts on air pollution and human health. During dust storms, daily averages of atmospheric PM concentrations can reach high levels above the World Health Organization (WHO) guideline for air quality. The objective of this study was to explore the impact of forests on PM distribution following dust events in a region that is subjected to frequent dust storms (Northern Negev, Israel). Dust was measured in a forest transect including urban environments that are nearby the forest and at a distal location. During a background period, without dust events, the forest with its surrounding areas were characterized by lower monthly average of PM concentrations (38 μg/m 3 ) compared with areas that are not affected by the forest (54 μg/m 3 ). Such difference can be meaningful for long-term human health exposure. A reduction in PM levels in the forest transect was evident at most measured dust events, depending on the storm intensity and the locations of the protected areas. A significant reduction in PM 2.5 /PM 10 during dust events, indicates the high efficiency of the forest trees to absorb airborne PM 2.5 . Analysis of dust particles absorbed on the foliage revealed a total dust deposits of 8.1–9.2 g/m 2 , which is equal to a minimum of 418.2 tons removed from the atmosphere per a forest foliage area (30 km 2 ). The findings can support environmental strategies to enhance life quality in regions that are subjected to dust storms, or under potential risk of dust-related PM due to land use and/or climate changes. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
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14. Insights into Indoor/Outdoor PM Concentration Ratios due to Dust Storms in an Arid Region.
- Author
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Krasnov, Helena, Katra, Itzhak, and Friger, Michael D.
- Subjects
- *
DUST storms , *PARTICULATE matter , *INDOOR air pollution research , *ARID zone research , *DESERTS - Abstract
Dust storms have impacts on both human and physical environments, associated with an increase in atmospheric particulate matter (PM) concentrations. Most studies on exposure to PM have focused on the outdoor air, while information on indoor pollution, is still lacking. The aim of this study was to examine the impact of desert dust events on PM concentrations in indoor environments. A total of over 200 real time measurements of PM were conducted in houses in the Negev Desert during dust storms. Indoor and outdoor PM concentrations were characterized, as well as the relationships between the two datasets. The findings indicated that atmospheric PM10 concentrations can increase from 20-120 µg⋅m-3 on non-dust days to more than 1500 µg⋅m-3 during dust events. Indoor concentrations can reach as high as 1000 µg⋅m-3. The calculated indoor/outdoor (I/O) PM ratio ranged from 0.79 for low-level storms to 0.58 during stronger events. Indoor PM concentrations were found to be dependent on the dust storm intensity (low, medium, high) and duration with a time lag. The information obtained in this study is critical for assessment of policy interventions to reduce exposure risk and health effects due dust storms. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
15. Contribution of dust storms to PM 10 levels in an urban arid environment.
- Author
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Krasnov, Helena, Katra, Itzhak, Koutrakis, Petros, and Friger, Michael D.
- Subjects
- *
DUST storms , *PARTICULATE matter , *ARID regions , *URBAN ecology , *GLOBAL warming & the environment , *DESERTIFICATION ,ENVIRONMENTAL aspects - Abstract
Quantitative information on the contribution of dust storms to atmospheric PM10(particulate matter with an aerodynamic diameter ≤10 µm) levels is still lacking, especially in urban environments with close proximity to dust sources. The main objective of this study was to quantify the contribution of dust storms to PM10concentrations in a desert urban center, the city of Beer-Sheva, Negev, Israel, during the period of 2001–2012. Toward this end, a background value based on the “dust-free” season was used as a threshold value to identify potentially “dust days.” Subsequently, the net contribution of dust storms to PM10was assessed. During the study period, daily PM10concentrations ranged from 6 to over 2000 µg/m3. In each year, over 10% of the daily concentrations exceeded the calculated threshold (BVt) of 71 µg/m3. An average daily net contribution of dust to PM10of 122 µg/m3was calculated for the entire study period based on this background value. Furthermore, a dust storm intensity parameter (Ai) was used to analyze several storms with very high PM10contributions (hourly averages of 1000–5197 μg/m3). This analysis revealed that the strongest storms occurred mainly in the last 3 yr of the study. Finally, these findings indicate that this arid urban environment experiences high PM10levels whose origin lies in both local and regional dust events. [ABSTRACT FROM PUBLISHER]
- Published
- 2014
- Full Text
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16. Validating and Comparing Highly Resolved Commercial "Off the Shelf" PM Monitoring Sensors with Satellite Based Hybrid Models, for Improved Environmental Exposure Assessment.
- Author
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Lesser, Dan, Katra, Itzhak, Dorman, Michael, Harari, Homero, and Kloog, Itai
- Subjects
- *
AIR pollution potential , *PARTICULATE matter , *ENVIRONMENTAL exposure , *DETECTORS , *METEOROLOGICAL stations - Abstract
Particulate matter is a common health hazard, and under certain conditions, an ecological threat. While many studies were conducted in regard to air pollution and potential effects, this paper serves as a pilot scale investigation into the spatial and temporal variability of particulate matter (PM) pollution in arid urban environments in general, and Beer-Sheva, Israel as a case study. We explore the use of commercially off the shelf (COTS) sensors, which provide an economical solution for spatio-temporal measurements. We started with a comparison process against an A-grade meteorological station, where it was shown that under specific climatic conditions, a number of COTS sensors were able to produce robust agreement (mean R 2 = 0.93 , average SD = 17.5 ). The second stage examined the COTS sensors that were proven accurate in a mobile measurement campaign. Finally, data collected was compared to a validated satellite prediction model. We present how these tests and COTS sensor-kits could then be used to further explain the continuity and dispersion of particulate matter in similar areas. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
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17. Soil Erosion by Wind and Dust Emission in Semi-Arid Soils Due to Agricultural Activities.
- Author
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Katra, Itzhak
- Subjects
- *
WIND erosion , *DUST , *PARTICULATE matter , *AIR pollution , *WIND tunnels , *SOIL erosion - Abstract
Many soils throughout the world are currently associated with soil erosion by wind and dust emissions. Dust emission processes have major implications for loss of soil resources (such as clays and nutrients) and human exposure to air pollution. This work provides a review on field experiments of dust emission based on previous studies, with new insight into the role of soil aggregation. The work focuses on dust processes in semi-arid soils that are subjected to increased agricultural land use. A boundary-layer wind tunnel has been used to study dust emission and soil loss by simulation and quantification of high-resolution wind processes. Field experiments were conducted in soil plots representing long-term and short-term influences of land uses such as agriculture, grazing, and natural preserves. The results show the impacts of soil disturbances by human activities on the soil aggregation and dust fluxes and provide quantitative estimates of soil loss over time. Substantial loss of PM10 (particulate matter [PM] that is less than 10 micrometers in diameter) was recorded in most experimental conditions. The measured PM10 fluxes highlight the significant implications for soil nutrient resources in annual balance and management strategies, as well as for PM loading to the atmosphere and the risk of air pollution. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
18. Estimating daily and intra-daily PM10 and PM2.5 in Israel using a spatio-temporal hybrid modeling approach.
- Author
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Shtein, Alexandra, Karnieli, Arnon, Katra, Itzhak, Raz, Raanan, Levy, Ilan, Lyapustin, Alexei, Dorman, Michael, Broday, David M., and Kloog, Itai
- Subjects
- *
PARTICULATE matter , *ATMOSPHERIC aerosols , *AIR pollution , *EPIDEMIOLOGICAL research , *MODIS (Spectroradiometer) - Abstract
Abstract Satellite-based particulate matter (PM) models provide spatially and temporally resolved estimations, allowing greater spatial-temporal coverage compared to sparse ground monitoring stations. The spatio-temporal resolution of these models can be improved using aerosol optical depth (AOD) products from various satellite platforms with different overpass times which can capture possible changes in diurnal aerosol concentrations. Israel is characterized by diverse geo-climatic regions and it is subjected to frequent dust storms events. Our goal was to estimate PM 10 and PM 2.5 concentrations in Israel on daily and intra-daily (mean PM around the Aqua and Terra overpasses) temporal resolutions and to assess the differences between these time windows. A hybrid modeling approach that consists of three stages was used enabling spatially continuous PM estimations at 1 × 1 km spatial resolution. The model was calibrated on a daily basis applying a mixed modeling approach using MODIS-based MAIAC AOD and various spatial and temporal predictors. It was found that in certain urban areas the measured and estimated PM concentrations during the satellite overpass (Terra or Aqua) were higher than the mean daily PM. The models performed well showing cross-validated R2 that ranged between 0.82 and 0.92. Mean estimated PM for the study period (2005–2015) during days with no dust events showed different spatial patterns for the daily and intra-daily estimations and revealed areas in Israel that are affected by high PM concentrations (mainly industrial or dense urban areas). Estimations from these models are useful for epidemiological research and might contribute to environmental regulatory purposes by focusing the efforts of PM pollution reduction at the identified polluted areas. Highlights • Daily and intra-daily PM 10 and PM 2.5 concentrations were estimated in Israel. • The model used satellite-based MAIAC AOD data and various spatio-temporal predictors. • Intra-daily PM concentrations were higher than daily concentrations in urban areas. • The models performed well with cross-validated R2 that ranged between 0.82 and 0.92. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
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