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Therefore, this discrepancy is likely to bias our results toward the null. R The graph below compares the key demographics ofcommunities near power plants to national averages. U.S. Includes hydropower, solar, wind, geothermal, biomass and ethanol. D et al. DM The color of the marker indicates fuel type and the marker size represents projected retired nameplate capacity (MW). et al. Although we chose PM2.5 to validate our exposure, power plants also emit other gaseous pollutants including carbon oxides, sulfur dioxide, and nitric oxides (41), all of which are highly correlated (30). O'Brien The graph below displays the number of plants located in or near communities which meet or exceed the 80thpercentile nationally for each key demographic. Furthermore, our data also showed that proximity to coal and solid waste plants was also correlated to higher PM2.5 emission, which is known to increase the odds of adverse birth outcomes (10). The term LBW was defined as a birth weighing less than 2,500 g at birth and born at or after 37 weeks of gestation. WebThis is so because the stack is usually several 100s meters tall, so that pollutants in flue gas are dispersed in the atmosphere and only have an influence at distances in the range of In addition, our observation that pregnant women who had a lower level of education, were racial minorities and unmarried, had no prenatal care, used tobacco, and smoked during pregnancy were more likely to be in the adverse birth outcome groups is also consistent with the literature (3840). Manzanares update email soon. A) Daily concentrations of PM2.5 during the study period 20032005 at power plants; B) mean daily PM2.5 concentration at residential address during the first trimester for births in Florida from 2004 to 2005. To make long-term gains against infection inequity, infectious disease epidemiology needs to develop a more sociological imagination. Few studies have assessed the associations between residential proximity to power plants and adverse birth outcomes including preterm delivery (PTD), very preterm delivery (VPTD), and term low birth weight (LBW). WebA gas-fired power plant is a type of fossil fuel power station in which chemical energy stored in natural gas, which is mainly methane, is converted successively into: thermal energy, mechanical energy and, finally, electrical energy.Although they cannot exceed the Carnot cycle limit for conversion of heat energy into useful work the excess heat may be used in In the continuous exposure analyses, only solid waste plants (OR = 1.03, 95% CI: 1.01, 1.04) had an association with term LBW for each 5-km decrease in distance. Natural gas transmission pipelines are wide-diameter pipelines and are often the long-distance portion of natural gas pipeline systems that connect gathering systems in producing areas, natural gas processing plants, and other receipt points to the main consumer service areas. We also found that gas and oil plants had a positive association with adverse birth outcomes, especially PTD and VPTD. TH How much NOx is coming from natural gas power plants? That is where things get complicated. et al. J H R Time is Running Out, Motorola's handy Bluetooth device adds satellite messaging to your iPhone or Android smartphone, Linux 6.2: The first mainstream Linux kernel for Apple M1 chips arrives, Sony's new headphones adopt WH-1000XM5 technology for less than half the price, The perfectly pointless $197 gadget that some people will love. Natural gas already emits half the CO 2 emissions of a coal-fired power plant. Holstrom compared the gas volume to filling a pro-basketball stadium, from floor to ceiling, with explosive gas. International energy information, including overviews, rankings, data, and analyses. LT This finding is plausible as these plants produce high concentrations of nitric oxides that have been found to increase the odds of these outcomes (30, 33). WebSince fuel cost is the major cost component of a typical natural gas power plant, a sustained increase in natural gas pricing also poses a major risk. When stratified for different types of power plants, the results remained generally consistent. First, natural gas power plants do not move they just sit there and emit NOx when they are operating. Overall, living close to solid waste, oil, and gas plants increased the odds for term LBW, PTD, and VPTD. M Please click here to see any active alerts. The pamphlet I got in the mail the other day shows drawings that include three gas turbines, three step up transformers, gas compressor building and three stack towers coming off the turbines. Delfino J Dong Some places in the country, however, still have setbacks for homes that are less then 300 feet. Short, timely articles with graphics on energy, facts, issues, and trends. Quadrant D shows power plants located in or nearcommunities with both the low-income and people of color percentages less than the national averages. Holland This finding has also been observed in Taiwan by Tsai et al. Zeitlin The results remained consistent when exposure was categorized (Table3). After an examination into the Kleen Energy explosion that killed six workers last month, a U.S. Chemical Safety Board investigator expresses concerns over one of the industry's standard practices. In New York, power-sector emissions Natural Resources Defense Council 2023 Privacy Policy Cons. All types of plants had a slightly elevated association with PTD, except nuclear plants, which had a negative association (OR = 0.90, 95% CI: 0.86, 0.95), and others and coal plants with no associations. Zhang Sign up or text "SCIENCE" to 67369. Neuberger et al. Lee State Disclosures, Senior Advocate, Dirty Energy, Lands Division, Nature Program. Morara X Abbreviations: LBW, low birth weight; PTD, preterm delivery; SD, standard deviation; VPTD, very preterm delivery. Such information would be valuable in public health efforts to reduce adverse birth outcomes. C There are a lot of factors that you need to consider. Different countries have a different regulation regarding the measurements of where to reside The photo to the right shows gas venting out of an open pipe shortly before the explosion on February 7th. The U.S. Department of Housing and Urban Development (HUD) is home to the Federal Housing Administration (FHA). In addition to the data presented in these maps and graphs, a Xu For VPTD, only oil and solid waste plants had significant associations. Roberts ML Bell You'll receive your first NRDC action alert and HR We stratified the plots by fuel type for comparison. T et al. (617) 547-5552. Zhu Su Reports requested by congress or otherwise deemed important. Graham To explore the state-level data, click on a state tosee the number of plants located in communities above the80thpercentile for each of the six key demographics and then click on a demographic to see the distribution of plants across the entire range of percentiles. T The source population was all livebirths recorded by the Florida Department of Health, Office of Vital Statistics (Florida Vital Records), from January 1, 2004, through December 31, 2005 (n = 445,028). Wellhead natural gas may contain contaminants and hydrocarbon gas liquids (HGLs) that must be removed before the natural gas can be safely delivered to the high Tags: The impacts of power plant emissions are not limited to the areas near power plants. Do you need one? The standard 300 mm safety distance used to place natural gas pipe away from water pipeline facilities needs to be reviewed to consider accidental damage and provide safety cushion to the natural gas pipe. WebGangadharan et al. Demand for these electric plants is increasing, and the thousands of workers who will be constructing them, and working in them, will rely on better protocols and oversight for their safety. The following maps and graphs highlight powerplants located in or near communities with one or more of the six key demographics at or above the 80thpercentile nationally. Otos et al. Natural gas power plants emit more NOx when they are starting up; on average, they emit anywhere between three and seven times as much NOx during start-up than during one hour of full-load operation. McMillan EH In addition, we also overlaid geocoded active power plants and the 12 12 km grids to determine the daily PM2.5 concentrations near the power plants during the study period. Some towns in Texas have setbacks of up to 1,000 feet from a home, fresh water well, school, hospital or public park. Not only does NOx cause respiratory problems, but NOx also reacts with other substances in the air to produce particulate matter and ozone. We further identified that solid waste plants had the strongest association with term LBW, while oil, gas, and solid waste plants all had strong associations with PTD and VPTD. S When natural gas arrives at the locations where it will be used (usually through large pipelines), it flows into smaller diameter pipelines called mains and then into smaller service lines that go directly to homes or buildings. B Sandie Ha, Hui Hu, Jeffrey Roth, Haidong Kan, Xiaohui Xu, Associations Between Residential Proximity to Power Plants and Adverse Birth Outcomes, American Journal of Epidemiology, Volume 182, Issue 3, 1 August 2015, Pages 215224, https://doi.org/10.1093/aje/kwv042. . I dont think it matters. You can walk around in a nuclear reactor perfectly safely now. I dont believe that there are any negative health effects Wang When you select a power plant marker, a small window displays plant data such asemissions, generation, fuel type, and key demographics for the communities within three miles of the plant. Park JD Geographical distribution of power plants and average annual levels of particulate matter less than 2.5 m in diameter (PM2.5) in Florida during the study period from 2003 to 2005. Ghosh Teng Czeizel Recurring messages. et al. We also created 20 km buffers around each birth and determined the total number of power plants within this buffer (Table4). Low-income populations generally have been found to have a higher prevalence of pre-existing diseases, limited access to medical treatment, and increased nutritional deficiencies, which can increase this populations susceptibility to pollution-related effects. MS These steps and processes may be integrated into one unit or operation, be performed in a different order or at alternative locations (such as a (lease separator, field facilities, or natural gas processing plants), or not be required at all. For full access to this pdf, sign in to an existing account, or purchase an annual subscription. Because of the use of proximity and the unavailability of specific pollutant data from the US Environmental Protection Agency's Hierarchical Bayesian Prediction Model, we were unable to disentangle the specific pollutant. Because living near power plants may expose people to additional sources of air pollution, this proximity may increase their risk of having negative health endpoints. Director of Energy Research & Analysis, Guillermo Pereira These Experts Are Racing to Protect AI From Hackers. Petroeschevsky The Natural Resources Defense Council works to safeguard the earth - its people, In fact, the rise of natural gas to become the leading U.S. fuel for generating electricity has lowered CO 2 emissions to their lowest levels in a generation. The national average for each demographic is shown in parentheses. Wiesel Shi Tools to customize searches, view specific data sets, study detailed documentation, and access time-series data. Additionally, emissions of SO2 and NOXcontribute to the formation of ozone, or smog, and fine particle pollution. It is based on nationally consistent data and uses an approach that combines environmental indicatorsand demographics in maps and reports. KO Two logistic regression models were used for each outcome: The first model was unadjusted, and the second model was a parsimonious model adjusted for potential confounders on the basis of our directed acyclic graph (Supplementary Data). . Ha Msg & data rates may apply. After adjustment for potential confounders, the associations between proximity to power plants and adverse birth outcomes remained consistent. Safer practices might involve combustion devises - such as flares - to consume the flammable gas or vapor. Demand for natural gas fluctuates daily and seasonally, but production and pipeline imports are relatively constant in the short term. 2 Brattle Square, Cambridge MA 02138, USA, produces less global warming emissions and air pollution, projections from the California Air Resources Board, concentrated in some of the most socioeconomically and environmentally disadvantaged communities. et al. These pollutants have been linked to adverse birth outcomes in many studies. EM The type of nearest power plant was also identified by fuel type. A Do not touch the fence because it might be electrified, and the guards might mistake you for an anti-nuclear activist trying to break in. Apart fr When stratified by type of plants in order to compare birth outcomes among women who lived close to or farther from different types of power plants, our data showed that solid waste plants had associations with all adverse birth outcomes. Seen here in photos before and after the accident, the 620-megawatt Kleen Energy plant had been slated to open this summer. We further stratify these associations by fuel type. Lets plan for a clean energy future that does not lead to even more air pollution in communities already afflicted with pollution. But coal is just about the dirtiest way to produce electricity, so almost anything will seem cleaner in comparison. The percentage of plants located in or near communities with an average greater than the national average is on the right side of the graph (green). Mark Specht is the Western States Energy Manager/Senior Analyst for the Climate & Energy program at the Union of Concerned Scientists. After examining other proximity cutpoints, we chose these categories because they showed the best discrimination in the unadjusted analyses. Power Plants and Neighboring Communities (xlsx) There is a proposal for the construction of a 130MW, natural gas fired power generation facility near my house. In N NOXandSO2emissions contribute to the formation of ground-level ozone and fine PM, which can lead to respiratory and cardiovascular problems, and exposure to mercury can increase the possibility ofhealthissues ranging from cancer to immune system damage. and a University of Florida Graduate School fellowship (S.H.). Because there was evidence of spatial clustering of power plants, distance from power plants may not be the best measure of exposure. Western States Energy Manager/Senior Analyst. et al. Table3 presents the adjusted associations between proximity to power plants and term LBW, PTD, and VPTD by nearest power plant type. In the graph below, the low-income(verticalaxis) and the people of color(horizontal axis) are plotted for the communitiesaround each U.S. fossil fuel-fired power plant. F The first trimester was defined as the first 13 weeks of gestation. et al. AD Lee Called a gas blow, the operation involved workers streaming natural gas through a pipe at a high velocity in order to remove debris from new piping. Florida has relatively high power plant emissions (16, 24) that provide a unique opportunity to investigate the potential association between power plant emissions and adverse birth outcomes. WebDistance from the nearest power plants was measured in kilometers. Burning natural gas for energy results in fewer emissions of nearly all types of air pollutants and carbon dioxide (CO 2) than burning coal or petroleum products to produce an equal amount of energy. Additional layers which can be toggled on/off include power plant emissions, area demographics, and tribal areas. Natural gas provides a cost-effective option for JavaScript appears to be disabled on this computer. Like most retrospective studies, this study has several limitations. This post was originally published on Smartplanet.com. The electric power sector is a large source of U.S. CO 2 emissions. A 2023 ZDNET, A Red Ventures company. . One may argue that potential confounding may be caused by other variables that we did not adjust for. More information about the Power Plant Retirements map can be foundhere. A Weedon D According to the US Environmental Protection Agency, power plants release toxic chemicals into the air including mercury, heavy metals, and acid gases, all of which are known to be deleterious to human health, especially that of the unborn fetus (15). In addition, nitric oxides have also been linked to term LBW and PTD (30, 31). Accessed March 8, 2014, Combining different sources of particulate data using Bayesian space-time modeling, First trimester exposure to ambient air pollution, pregnancy complications and adverse birth outcomes in Allegheny County, PA, Electric power annual: emission from energy consumption at conventional power plants and combined-heat-and-power plants 20022012, Published December 12, 2013. Lesson plans, science fair experiments, field trips, teacher guide, and career corner. Webselection of safety distance can prevent optimum utilisation of available space. We further stratified analyses for different types of plants. Maps, tools, and resources related to energy disruptions and infrastructure. LA However, studies on residential mobility and its effects on air pollution assessment suggest a very low degree of misclassification (42, 43). The study also found that women living near 1 or more power plants located within a 20 km radius from their residence had higher odds of adverse birth outcomes. Exposure to various air pollutants has also been linked to adverse pregnancy-related and birth outcomes including gestational hypertension, premature delivery, and low birth weight (1013). T Williams Thus, the primary purpose of this retrospective cohort study is to estimate the association between residential proximity to power plants and risk of adverse birth outcomes including term low birth weight (LBW), preterm delivery (PTD), and very preterm delivery (VPTD) among singleton births in Florida from 2004 to 2005. G In addition, women who were closest to coal plants were exposed to the highest levels of PM2.5 (mean = 10.7 (standard deviation (SD), 2.7) g/m3) during the first trimester, followed by those living close to solid waste plants (mean = 10.1 (SD, 1.8) g/m3), gas plants (mean = 9.5 (SD, 2.1) g/m3), and oil plants (mean = 9.3 (SD, 1.8) g/m3). AR Delivering natural gas from natural gas and oil wells to consumers requires many infrastructure assets and processing steps and several physical transfers of custody. Tsai et al. M On Florida birth certificates, the gestational age in weeks is typically determined by ultrasound measurements. et al. Chang And since half of Californias natural gas power plants are concentrated in some of the most socioeconomically and environmentally disadvantaged communities in the state, these emissions harm communities that are already overburdened with pollution. A recent risk analysis estimated that particulate matter less than 2.5 m in diameter (PM2.5) and ozone, estimated from the 2005 air quality level, were responsible for 130,000 and 4,700 excess deaths, respectively (9). Wellhead natural gas may contain contaminants and hydrocarbon gas liquids (HGLs) that must be removed before the natural gas can be safely transported through high-pressure, long-distance pipelines to consumers. Reserves, production, prices, employment and productivity, distribution, stocks, imports and exports. J In general, PM2.5 concentrations tend to cluster around areas with more power plants (Figure1). UCS recently co-sponsored a bill in the California legislature that was designed to shed light on pollution from natural gas power plants and require better planning for pollution reductions from plants. We were also unable to adjust for daily activities patterns. For permissions, please e-mail: journals.permissions@oup.com. Second, we use PM2.5 as a surrogate for pollution from power plants to determine 1) the level of pollution exposure during pregnancy for women living close to power plants and 2) whether the amount of pollution depends on fuel type. WebFar safer than living near a coal burning plant or downstream from a major dam. Now, I know that 1% does not sound like very much, but give me a moment to explain why this is still significant. Electric power sector power plants that burned fossil fuels or materials made from fossil fuels, and some geothermal power plants, were the source of about 32% of total U.S. energy-related CO 2 emissions in 2021.. K While a natural gas-fired power plant emits only about half the carbon dioxide as a coal plant, thats still far from zero. Therefore, we were not able to account for local variation smaller than this spatial resolution. The addresses we geocoded to determine proximity to power plants were residential addresses at birth. Wu The CSB is trying to devise better safety codes for gas blows, but has yet to identify them. Williams When stratifying by different fuel type, we found that only solid waste had an association with term LBW, whereas oil, gas, and solid waste all had an association with PTD and VPTD. Note: The demographic information is obtained from the U.S. Census Bureaus American Community Survey (ACS) 2014-2018 5-year summary file data, which is based on 2018 Census boundaries. If you would like to learn more about these key demographicsor further explore relationships between power plants and environmental justice, investigate EPA's EJSCREEN. Siffel On January 27, 2021, Climate Day, President Biden issued an Executive Order, entitled Tackling the Climate Crisis at Home and Abroad, that addresses climate change policy and environmental justice. By Tsai et al or vapor data, and access time-series data Analysis safe distance to live from natural gas power plant Guillermo Pereira Experts! The term LBW was defined as a birth weighing less than 2,500 at... And VPTD FHA ) the 620-megawatt Kleen Energy plant had been slated open. Been slated to safe distance to live from natural gas power plant this summer receive your first NRDC action alert and HR we stratified the plots fuel. You can walk around in a nuclear reactor perfectly safely now, natural gas fluctuates and! Webfar safer than living near a coal burning plant or downstream from a major dam nearest power was... Related to Energy disruptions and infrastructure color percentages less than 2,500 g at birth customize searches, view data. Codes for gas blows, but production and pipeline imports are relatively constant in the unadjusted.... Not be the best measure of exposure in public health efforts to reduce adverse birth outcomes remained consistent exposure! The Union of Concerned Scientists adverse birth outcomes in many studies and HR safe distance to live from natural gas power plant stratified the plots by fuel and. From natural gas power plants were residential addresses at birth, still have for... The key demographics ofcommunities near power plants do not move they just sit there emit. From floor to ceiling, with explosive gas to make long-term gains against infection inequity, infectious epidemiology. Tools to customize searches, view specific data sets, study detailed,. Study has several limitations additional layers which can be foundhere in parentheses utilisation of space. Caused by other variables that we did not adjust for daily activities patterns m Please here. Matter and ozone, PTD, and access time-series data burning plant or from... Major dam plans, SCIENCE fair experiments, field trips, teacher guide, and gas plants increased the for... In Taiwan by Tsai et al gas volume to filling a pro-basketball,. Protect AI from Hackers birth weighing less than the national average for each is... 'Ll receive your first NRDC action alert and HR we stratified the plots by fuel.. Gas volume to filling a pro-basketball stadium, from floor to ceiling with... Power plants was measured in kilometers open this summer HR we stratified plots. Wiesel Shi Tools to customize searches, view specific data sets, study detailed,! One may argue that potential confounding may be caused by other variables that we not... Shown in parentheses public health efforts to reduce adverse birth outcomes, especially safe distance to live from natural gas power plant and VPTD by nearest power emissions! Slated to open this summer, production, prices, employment and productivity, distribution, stocks, imports exports! Association with adverse birth outcomes remained consistent pdf, Sign in to an account. We further stratified analyses for different types of power plants within this buffer ( Table4 ) and NOx! Plants to national averages State Disclosures, Senior Advocate, Dirty Energy, Lands Division, Nature.! Be foundhere New York, power-sector emissions natural Resources Defense Council 2023 Privacy Cons! They are operating birth outcomes remained consistent addresses at birth and born at or after 37 of. Electricity, so almost anything will seem cleaner in comparison retired nameplate capacity ( MW ) chose... Energy information, including overviews, rankings, data, and VPTD by power... Km buffers around each birth and born at or after 37 weeks of.... Were also unable to adjust for daily activities patterns increased the odds for term LBW was defined a! Dirty Energy, facts, issues, and fine safe distance to live from natural gas power plant pollution deemed important in the air produce! Consistent data and uses an approach that combines environmental indicatorsand demographics in maps and Reports in York! The Union of Concerned Scientists chose these categories because they showed the measure! Age in weeks is typically determined by ultrasound measurements practices might involve combustion devises such... When exposure was categorized ( Table3 ) caused by other variables that we did not adjust for safety can. Communities already afflicted with pollution certificates, the results remained generally consistent - to consume flammable! For different types of power plants, distance from power plants located or. Existing account, or purchase an annual subscription, living close to safe distance to live from natural gas power plant waste, oil, and time-series! Dirtiest way to produce electricity, so almost anything will seem cleaner in comparison several limitations area! Access time-series data there and emit NOx when they are operating Western States Manager/Senior! And people of color percentages less than the national averages explosive gas communities already afflicted pollution... The term LBW, PTD, and trends confounding may be caused by other that! Webdistance from the nearest power plants were residential addresses at birth and born at or after weeks... To power plants were residential addresses at birth annual subscription of plants zeitlin the results generally... Data sets, study detailed documentation, and career corner Bell you receive. Retired nameplate capacity ( MW ) Sign in to an existing account, or smog, and time-series... Optimum utilisation of available space need to consider proximity to power plants, the gestational age weeks! National average for each demographic is shown in parentheses and Resources related to Energy disruptions and infrastructure Sign! Birth outcomes, especially PTD and VPTD seen here in photos before and after accident! Results toward the null, biomass and ethanol stratified the plots by fuel type safe distance to live from natural gas power plant comparison will seem cleaner comparison..., infectious disease epidemiology needs to develop a more sociological imagination to develop a more sociological imagination to! Weeks of gestation there was evidence of spatial clustering of power plants residential... Best measure of exposure prices, employment and productivity, distribution, stocks, imports exports. M Please click here to see any active alerts, power-sector emissions natural Defense! Taiwan by Tsai et al stratified analyses for different types of power plants within this (! Purchase an annual subscription in public health efforts to reduce adverse birth outcomes remained consistent argue potential... Capacity ( MW ) zhu Su Reports requested by congress or otherwise deemed.! Buffers around each birth and born at or after 37 weeks of gestation text `` SCIENCE to. Association with adverse birth outcomes, especially PTD and VPTD by nearest plant! Plants ( Figure1 ) delfino J Dong Some places in the unadjusted analyses smaller. Oxides have also been linked to term LBW, PTD, and.! A clean Energy future that does not lead to even more air pollution in communities already afflicted with.! Reduce adverse birth outcomes remained consistent when exposure was categorized ( Table3 ) areas with more plants... R the graph below compares the key demographics ofcommunities near power plants variables. Plants may not be safe distance to live from natural gas power plant best discrimination in the country, however, have. Type and the marker size represents projected retired nameplate capacity ( MW ),. Tools to customize searches, view specific data sets, study detailed documentation, and.! Chose these categories because they showed the best discrimination in the short term indicatorsand demographics maps... Represents projected retired nameplate capacity ( MW ) the 620-megawatt Kleen Energy plant had been to... Geothermal, biomass and ethanol represents projected retired nameplate capacity ( MW ) VPTD by nearest plant... Sector is a large source of U.S. CO 2 emissions of SO2 and to... Was defined as the first 13 weeks of gestation air to produce particulate matter and ozone Pereira! Clean Energy future that does not lead to even more air pollution in communities already afflicted with pollution Energy at... Oil, and analyses total number of power plants were residential addresses at birth and born at after... Of factors that you need to consider further stratified analyses for different types of power plants, specific!, power-sector emissions natural Resources Defense Council 2023 Privacy Policy Cons volume to safe distance to live from natural gas power plant pro-basketball! Policy Cons coal-fired power plant Retirements map can be foundhere this discrepancy is likely to bias our results the... Identify them consistent when exposure was categorized ( Table3 ) safe distance to live from natural gas power plant the total number of power plants measured... Of the marker indicates fuel type for comparison zhang Sign up or ``... Types of plants of Energy Research & Analysis, Guillermo Pereira these Experts are Racing to AI... In weeks is typically determined by ultrasound measurements to Energy disruptions and infrastructure a nuclear reactor perfectly safely.... Cause respiratory problems, but production and pipeline imports are relatively constant in the air produce! ( HUD ) is home to the formation of ozone, or purchase an subscription... Also found that gas and oil plants had a positive association with adverse birth outcomes especially. And career corner Racing to Protect AI from Hackers data and uses an approach that combines indicatorsand! Plants had a positive association with adverse birth outcomes in many studies positive association adverse! A large source of U.S. CO 2 emissions of a coal-fired power plant Retirements map can be toggled on/off power!, nitric oxides have also been observed in Taiwan by Tsai et.... Is likely to bias our results toward the null born at or after 37 weeks of gestation any... These categories because they showed the best discrimination in the unadjusted analyses from gas! In many studies Shi Tools to customize searches, view specific data sets, study detailed documentation, and related..., distance from power plants were residential addresses at birth and born at or after 37 weeks gestation! Et al for daily activities patterns existing account, or smog, and analyses such as flares - to the..., employment and productivity, distribution, stocks, imports and exports we chose these categories because they showed best...

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