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Fan P, Chen J, Fung C, Naing Z, Ouyang Z, Nyunt KM, Myint ZN, Qi J, Messina JP, Myint SW, Peter BG. Urbanization, economic development, and environmental changes in transitional economies in the global south: a case of Yangon. ECOLOGICAL PROCESSES 2022; 11:65. [PMID: 36397837 PMCID: PMC9652265 DOI: 10.1186/s13717-022-00409-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 10/24/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Transitional economies in Southeast Asia-a distinct group of developing countries-have experienced rapid urbanization in the past several decades due to the economic transition that fundamentally changed the function of their economies, societies and the environment. Myanmar, one of the least developed transitional economies in Southeast Asia, increased urbanization substantially from 25% in 1990 to 31% in 2019. However, major knowledge gaps exist in understanding the changes in urban land use and land cover and environment and their drivers in its cities. METHODS We studied Yangon, the largest city in Myanmar, for the urbanization, environmental changes, and the underlying driving forces in a radically transitioned economy in the developing world. Based on satellite imagery and historic land use maps, we quantified the expansion of urban built-up land and constructed the land conversion matrix from 1990 through 2020. We also used three air pollutants to illustrate the changes in environmental conditions. We analyzed the coupled dynamics among urbanization, economic development, and environmental changes. Through conducting a workshop with 20 local experts, we further analyzed the influence of human systems and natural systems on Yangon's urbanization and sustainability. RESULTS The city of Yangon expanded urban built-up land rapidly from 1990 to 2000, slowed down from 2000 to 2010, but gained momentum again from 2010 to 2020, with most newly added urban built-up land appearing to be converted from farmland and green land in both 1990-2000 and 2010-2020. Furthermore, the air pollutant concentration of CO decreased, but that of NO2 and PM2.5 increased in recent years. A positive correlation exists between population and economic development and the concentration of PM2.5 is highly associated with population, the economy, and the number of vehicles. Finally, the expert panel also identified other potential drivers for urbanization, including the extreme climate event of Cyclone Nargis, capital relocation, and globalization. CONCLUSIONS Our research highlights the dramatic expansion of urban land and degradation of urban environment measured by air pollutants and interdependent changes between urbanization, economic development, and environmental changes.
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Affiliation(s)
- Peilei Fan
- School of Planning, Design, and Construction and Center for Global Change and Earth Observations, Michigan State University, East Lansing, MI 48824 USA
| | - Jiquan Chen
- Department of Geography, Environment, and Spatial Sciences and Center for Global Change and Earth Observations, Michigan State University, East Lansing, MI 48824 USA
| | - Cadi Fung
- Department of Geography, University of Alabama, Tuscaloosa, AL 35487 USA
| | - Zaw Naing
- Mandalay Technology, Yangon, Myanmar
| | - Zutao Ouyang
- Earth System Science, Stanford University, Stanford, CA 94305 USA
| | | | | | - Jiaguo Qi
- Department of Geography, Environment, and Spatial Sciences and Center for Global Change and Earth Observations, Michigan State University, East Lansing, MI 48824 USA
| | - Joseph P. Messina
- College of Arts and Sciences, University of Alabama, Tuscaloosa, AL 35487 USA
| | - Soe W. Myint
- School of Geographical Sciences and Urban Planning, Arizona State University, Tempe, AZ 85287-5302 USA
| | - Brad G. Peter
- Department of Geosciences, University of Arkansas, Fayetteville, AR 72701P USA
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Comparison of Total Column and Surface Mixing Ratio of Carbon Monoxide Derived from the TROPOMI/Sentinel-5 Precursor with In-Situ Measurements from Extensive Ground-Based Network over South Korea. REMOTE SENSING 2021. [DOI: 10.3390/rs13193987] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Atmospheric carbon monoxide (CO) significantly impacts climate change and human health, and has become the focus of increased air quality and climate research. Since 2018, the Troposphere Monitoring Instrument (TROPOMI) has provided total column amounts of CO (CTROPOMI) with a high spatial resolution to monitor atmospheric CO. This study compared and assessed the accuracy of CTROPOMI measurements using surface in-situ measurements (SKME) obtained from an extensive ground-based network over South Korea, where CO level is persistently affected by both local emissions and trans-boundary transport. Our analysis reveals that the TROPOMI effectively detected major emission sources of CO over South Korea and efficiently complemented the spatial coverage of the ground-based network. In general, the correlations between CTROPOMI and SKME were lower than those for NO2 reported in a previous study, and this discrepancy was partly attributed to the lower spatiotemporal variability. Moreover, vertical CO profiles were sampled from the ECMWF CAMS reanalysis data (EAC4) to convert CTROPOMI to surface mixing ratios (STROPOMI). STROPOMI showed a significant underestimation compared with SKME by approximately 40%, with a moderate correlation of approximately 0.51. The low biases of STROPOMI were more significant during the winter season, which was mainly attributed to the underestimation of the EAC4 CO at the surface. This study can contribute to the assessment of satellite and model data for monitoring surface air quality and greenhouse gas emissions.
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FTIR Measurements of Greenhouse Gases over Thessaloniki, Greece in the Framework of COCCON and Comparison with S5P/TROPOMI Observations. REMOTE SENSING 2021. [DOI: 10.3390/rs13173395] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
In this work, column-averaged dry-air mole fractions of carbon dioxide (XCO2), methane (XCH4) and carbon monoxide (XCO) are presented for the first time at a mid-latitude urban station, Thessaloniki, Greece, using the Bruker EM27/SUN ground-based low-resolution Fourier Transform spectrometer operated according to the requirements of the Collaborative Carbon Column Observing Network (COCCON). Two years of measurements are presented and examined for seasonal variability. The observed XCO2 levels show the expected seasonal cycle (spring maximum, late summer minimum) with a peak-to-peak amplitude of 12 ppm, with maximum values reported for winter 2021 exceeding 416 ppm. The XCH4 values are shown to increase in the second half of the year, with autumn showing the highest mean value of 1.878 ± 0.01 ppm. The XCO levels, following anthropogenic sources, show high winter and low summer values, exhibiting a rise again in August and September with a maximum value of 114 ± 3 ppb and a minimum in summer 2020 of 76 ± 3 ppb. Additionally, methane and carbon monoxide products obtained from the TROPOspheric Monitoring Instrument (TROPOMI), Sentinel-5P space borne sensor, are compared with the ground-based measurements. We report a good agreement between products. The relative mean bias for methane and carbon monoxide are −0.073 ± 0.647% and 3.064 ± 5.566%, respectively. Furthermore, a 15-day running average is subtracted from the original daily mean values to provide ΔXCO2, ΔXCO and ΔXCH4 residuals, so as to identify local sources at a synoptic scale. ΔXCO and ΔXCO2 show the best correlation in the winter (R2 = 0.898, slope = 0.007) season due to anthropogenic emissions in this period of the year (combustion of fossil fuels or industrial activities), while in summer no correlation is found. ΔXCO and ΔXCH4 variations are similar through both years of measurements and have a very good correlation in all seasons including winter (R2 = 0.804, slope = 1.209). The investigation of the X-gases comparison is of primary importance in order to identify local sources and quantify the impact of these trace gases to the deregulation of earth-climate system balance.
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Zhou DK, Larar AM, Liu X, Noe AM, Diskin GS, Soja AJ, Arnold GT, McGill MJ. Wildfire-Induced CO Plume Observations From NAST-I During the FIREX-AQ Field Campaign. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 2021; 14:2901-2910. [PMID: 33868549 PMCID: PMC8050943 DOI: 10.1109/jstars.2021.3059855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
The fire influence on regional to global environments and air quality (FIREX-AQ) field campaign was conducted during August 2019 to investigate the impact of wildfire and biomass smoke on air quality and weather in the continental United States. One of the campaign's scientific objectives was to estimate the composition of emissions from wildfires. Ultraspectrally resolved infrared radiance measurements from aircraft and/or satellite observations contain information on tropospheric carbon monoxide (CO) as well as other trace species present in fire emissions. A methodology for retrieving tropospheric CO from such remotely sensed spectral data has been developed for the National Airborne Sounder Testbed-Interferometer (NAST-I) and is applied herein. Retrievals based on NAST-I measurements are used to demonstrate CO retrieval capability and characterize fire emissions. NAST-I remotely sensed CO from ER-2 flights are evaluated with concurrent in situ measurements from the differential absorption carbon monoxide measurements flown on the NASA DC-8 aircraft. Enhanced CO emissions along with plume evolution and transport from the fire ground site locations were captured by moderate vertical and high horizontal resolution observations obtained from the NAST-I IR spectrometer; these were intercompared and verified by the cloud physics lidar and the enhanced MODIS airborne simulator also hosted on the NASA ER-2 aircraft. This study will be beneficial to the science community for studying wildfire-related topics and understanding similar remotely sensed observations from satellites, along with helping to address the broader FIREX-AQ experiment objectives of investigating the impact of fires on air quality and climate.
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Affiliation(s)
| | | | - Xu Liu
- NASA Langley Research Center, Hampton, VA 23681 USA
| | - Anna M Noe
- NASA Langley Research Center, Hampton, VA 23681 USA
| | | | - Amber J Soja
- NASA Langley Research Center, Hampton, VA 23681 USA, and also with the National Institute of Aerospace, Hampton, VA 23666 USA
| | - G Thomas Arnold
- NASA Goddard Space Flight Center, Greenbelt, MD 20771 USA, and also with Science Systems and Applications, Inc., Lanham, MD 20706 USA
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Henneman LRF, Shen H, Hogrefe C, Russell AG, Zigler CM. Four Decades of United States Mobile Source Pollutants: Spatial-Temporal Trends Assessed by Ground-Based Monitors, Air Quality Models, and Satellites. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2021; 55:882-892. [PMID: 33400508 PMCID: PMC7983042 DOI: 10.1021/acs.est.0c07128] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
On-road emissions sources degrade air quality, and these sources have been highly regulated. Epidemiological and environmental justice studies often use road proximity as a proxy for traffic-related air pollution (TRAP) exposure, and other studies employ air quality models or satellite observations. To assess these metrics' abilities to reproduce observed near-road concentration gradients and changes over time, we apply a hierarchical linear regression to ground-based observations, long-term air quality model simulations using Community Multiscale Air Quality (CMAQ), and satellite products. Across 1980-2019, observed TRAP concentrations decreased, and road proximity was positively correlated with TRAP. For all pollutants, concentrations decreased fastest at locations with higher road proximity, resulting in "flatter" concentration fields in recent years. This flattening unfolded at a relatively constant rate for NOx, whereas the flattening of CO concentration fields has slowed. CMAQ largely captures observed spatial-temporal NO2 trends across 2002-2010 but overstates the relationships between CO and elemental carbon fine particulate matter (EC) road proximity. Satellite NOx measures overstate concentration reductions near roads. We show how this perspective provides evidence that California's on-road vehicle regulations led to substantial decreases in NO2, NOx, and EC in California, with other states that adopted California's light-duty automobile standards showing mixed benefits over states that did not adopt these standards.
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Affiliation(s)
- Lucas RF Henneman
- George Mason University Department of Civil, Environmental, and Infrastructure Engineering, Fairfax, VA
- Corresponding author; ; 4400 University Drive, MS-6C1, Fairfax, VA 22030
| | - Huizhong Shen
- Georgia Institute of Technology School of Civil and Environmental Engineering, Atlanta, GA
| | - Christian Hogrefe
- Atmospheric Dynamics and Meteorology Branch; Atmospheric and Environmental Systems Modeling Division; CEMM, ORD, U.S. EPA; Research Triangle Park, NC
| | - Armistead G Russell
- Georgia Institute of Technology School of Civil and Environmental Engineering, Atlanta, GA
| | - Corwin M Zigler
- University of Texas Department of Statistics and Data Sciences and Department of Women’s Health, Austin, TX
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Satellite-Observed Variations and Trends in Carbon Monoxide over Asia and Their Sensitivities to Biomass Burning. REMOTE SENSING 2020. [DOI: 10.3390/rs12050830] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
As the carbon monoxide (CO) total column over Asia is among the highest in the world, it is important to characterize its variations in space and time. Using Measurements of Pollution in the Troposphere (MOPITT) and Atmospheric InfraRed Sounder (AIRS) satellite data, the variations and trends in CO total column over Asia and its seven subregions during 2003–2017 are investigated in this study. The CO total column in Asia is higher in spring and winter than in summer and autumn. The seasonal maximum and minimum are in spring and summer respectively in the regional mean over Asia, varying between land and oceans, as well as among the subregions. The CO total column in Asia shows strong interannual variation, with a regional mean coefficient of variation of 5.8% in MOPITT data. From 2003 to 2017, the annual mean of CO total column over Asia decreased significantly at a rate of (0.58 ± 0.15)% per year (or −(0.11 ± 0.03) × 1017 molecules cm−2 per year) in MOPITT data, resulting from significant CO decreases in winter, summer, and spring. In most of the subregions, significant decreasing trends in CO total column are also observed, more obviously over areas with high CO total column, including eastern regions of China and the Sichuan Basin. The regional decreasing trends in these areas are over 1% per year. Over the entire Asia, and in fire-prone subregions including South Siberia, Indo-China Peninsula, and Indonesia, we found significant correlations between the MOPITT CO total column and the fire counts from the Moderate Resolution Imaging Spectroradiometer (MODIS). The variations in MODIS fire counts may explain 58%, 60%, 36%, and 71% of the interannual variation in CO total column in Asia and these three subregions, respectively. Over different land cover types, the variations in biomass burning may explain 62%, 52%, and 31% of the interannual variation in CO total column, respectively, over the forest, grassland, and shrubland in Asia. Extremes in CO total column in Asia can be largely explained by the extreme fire events, such as the fires over Siberia in 2003 and 2012 and over Indonesia in 2006 and 2015. The significant decreasing trends in MODIS fire counts inside and outside Asia suggest that global biomass burning may be a driver for the decreasing trend in CO total column in Asia, especially in spring. In general, the variations and trends in CO total column over Asia detected by AIRS are similar to but smaller than those by MOPITT. The two datasets show similar spatial and temporal variations in CO total column over Asia, with correlation coefficients of 0.86–0.98 in the annual means. This study shows that the interannual variation in atmospheric CO in Asia is sensitive to biomass burning, while the decreasing trend in atmospheric CO over Asia coincides with the decreasing trend in MODIS fire counts from 2003 to 2017.
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Uncertainty Characterization and Propagation in the Community Long-Term Infrared Microwave Combined Atmospheric Product System (CLIMCAPS). REMOTE SENSING 2019. [DOI: 10.3390/rs11101227] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The Community Long-term Infrared Microwave Combined Atmospheric Product System (CLIMCAPS) retrieves multiple Essential Climate Variables (ECV) about the vertical atmosphere from hyperspectral infrared measurements made by the Atmospheric InfraRed Sounder (AIRS, 2002–present) and its successor, the Cross-track Infrared Sounder (CrIS, 2011–present). CLIMCAPS ECVs are profiles of temperature and water vapor, column amounts of greenhouse gases (CO2, CH4), ozone (O3) and precursor gases (CO, SO2) as well as cloud properties. AIRS (and CrIS) spectral measurements are highly correlated signals of many atmospheric state variables. CLIMCAPS inverts an AIRS (and CrIS) measurement into a set of discrete ECVs by employing a sequential Bayesian approach in which scene-dependent uncertainty is rigorously propagated. This not only linearizes the inversion problem but explicitly accounts for spectral interference from other state variables so that the correlation among ECVs (and their uncertainty) may be minimized. Here, we outline the CLIMCAPS retrieval methodology with specific focus given to its sequential scene-dependent uncertainty propagation system. We conclude by demonstrating continuity in two CLIMCAPS ECVs across AIRS and CrIS so that a long-term data record may be generated to study the feedback cycles characterizing our climate system.
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8
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Bhardwaj P, Ki SJ, Kim YH, Woo JH, Song CK, Park SY, Song CH. Recent changes of trans-boundary air pollution over the Yellow Sea: Implications for future air quality in South Korea. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2019; 247:401-409. [PMID: 30690236 DOI: 10.1016/j.envpol.2019.01.048] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2018] [Revised: 01/11/2019] [Accepted: 01/12/2019] [Indexed: 05/22/2023]
Abstract
The influence of air pollutants originating from the Chinese region on air quality over South Korea has been a major concern for policymakers. To investigate the inter-annual trends of the long-distance transport of air pollutants from China to South Korea, multi-year trend analysis was carried out for Aerosol Optical Depth (AOD, as a proxy of particulate matter), and CO (a water-insoluble air pollutant) and SO2 (a partially water-soluble air pollutant), over three regions in Northeast Asia. Air pollutants are typically long-range transported from the highly polluted parts of China to South Korea through the Yellow Sea. Taking advantage of this geographical merit, we carried out the multi-year trend analysis with a special focus on the Yellow Sea region. Decreasing trends of about 5-10%, 13-17% and 55-61% during the last decade were observed in surface CO, AOD and tropospheric SO2 columns over the North China Plain (NCP), Yellow Sea (YS), and South Korea (SK), respectively. Such decreasing trends were also found consistently during the last three, five, and seven years, indicating that the changes in pollution levels are likely in response to recent policy measures taken by the Chinese and Korean governments to improve air quality over the regions. Due to these efforts, the amounts of air pollutants transported from China to South Korea are expected to decrease in future years, to the likely rates of 1.50 ppb yr-1, 0.05 DU yr-1, and 0.56 μg m-3 yr-1 over the YS region for CO, SO2, and PM2.5, respectively. Given the ambitious plans recently announced by the Chinese government for the 21st meeting of Conference of Parties (COP21) and its co-control effects, the suggested percentage rates may even be conservative numbers. This analysis is expected to provide South Korean policymakers with valuable information to establish new air pollution policies in South Korea.
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Affiliation(s)
- Piyush Bhardwaj
- School of Earth Science and Environmental Engineering, Gwangju Institute of Science and Technology (GIST), Gwangju, 61005, Republic of Korea
| | - Seo J Ki
- School of Earth Science and Environmental Engineering, Gwangju Institute of Science and Technology (GIST), Gwangju, 61005, Republic of Korea
| | - Youn H Kim
- Department of Technology Fusion Engineering, Konkuk University, Seoul, 05029, Republic of Korea
| | - Jung H Woo
- Department of Technology Fusion Engineering, Konkuk University, Seoul, 05029, Republic of Korea
| | - Chang K Song
- School of Civil and Environmental Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea
| | - Soon Y Park
- School of Earth Science and Environmental Engineering, Gwangju Institute of Science and Technology (GIST), Gwangju, 61005, Republic of Korea
| | - Chul H Song
- School of Earth Science and Environmental Engineering, Gwangju Institute of Science and Technology (GIST), Gwangju, 61005, Republic of Korea.
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Advanced Ultraviolet Radiation and Ozone Retrieval for Applications (AURORA): A Project Overview. ATMOSPHERE 2018. [DOI: 10.3390/atmos9110454] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
With the launch of the Sentinel-5 Precursor (S-5P, lifted-off on 13 October 2017), Sentinel-4 (S-4) and Sentinel-5 (S-5)(from 2021 and 2023 onwards, respectively) operational missions of the ESA/EU Copernicus program, a massive amount of atmospheric composition data with unprecedented quality will become available from geostationary (GEO) and low Earth orbit (LEO) observations. Enhanced observational capabilities are expected to foster deeper insight than ever before on key issues relevant for air quality, stratospheric ozone, solar radiation, and climate. A major potential strength of the Sentinel observations lies in the exploitation of complementary information that originates from simultaneous and independent satellite measurements of the same air mass. The core purpose of the AURORA (Advanced Ultraviolet Radiation and Ozone Retrieval for Applications) project is to investigate this exploitation from a novel approach for merging data acquired in different spectral regions from on board the GEO and LEO platforms. A data processing chain is implemented and tested on synthetic observations. A new data algorithm combines the ultraviolet, visible and thermal infrared ozone products into S-4 and S-5(P) fused profiles. These fused products are then ingested into state-of-the-art data assimilation systems to obtain a unique ozone profile in analyses and forecasts mode. A comparative evaluation and validation of fused products assimilation versus the assimilation of the operational products will seek to demonstrate the improvements achieved by the proposed approach. This contribution provides a first general overview of the project, and discusses both the challenges of developing a technological infrastructure for implementing the AURORA concept, and the potential for applications of AURORA derived products, such as tropospheric ozone and UV surface radiation, in sectors such as air quality monitoring and health.
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Validation of Carbon Monoxide Total Column Retrievals from SCIAMACHY Observations with NDACC/TCCON Ground-Based Measurements. REMOTE SENSING 2018. [DOI: 10.3390/rs10020223] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Chatterjee A, Gierach MM, Sutton AJ, Feely RA, Crisp D, Eldering A, Gunson MR, O'Dell CW, Stephens BB, Schimel DS. Influence of El Niño on atmospheric CO 2 over the tropical Pacific Ocean: Findings from NASA's OCO-2 mission. Science 2018; 358:358/6360/eaam5776. [PMID: 29026014 DOI: 10.1126/science.aam5776] [Citation(s) in RCA: 67] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2016] [Accepted: 07/07/2017] [Indexed: 11/02/2022]
Abstract
Spaceborne observations of carbon dioxide (CO2) from the Orbiting Carbon Observatory-2 are used to characterize the response of tropical atmospheric CO2 concentrations to the strong El Niño event of 2015-2016. Although correlations between the growth rate of atmospheric CO2 concentrations and the El Niño-Southern Oscillation are well known, the magnitude of the correlation and the timing of the responses of oceanic and terrestrial carbon cycle remain poorly constrained in space and time. We used space-based CO2 observations to confirm that the tropical Pacific Ocean does play an early and important role in modulating the changes in atmospheric CO2 concentrations during El Niño events-a phenomenon inferred but not previously observed because of insufficient high-density, broad-scale CO2 observations over the tropics.
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Affiliation(s)
- A Chatterjee
- Universities Space Research Association, Columbia, MD, USA. .,NASA Global Modeling and Assimilation Office, Greenbelt, MD, USA
| | - M M Gierach
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA
| | - A J Sutton
- NOAA Pacific Marine Environmental Laboratory, Seattle, WA, USA.,Joint Institute for the Study of the Atmosphere and Ocean, University of Washington, Seattle, WA, USA
| | - R A Feely
- NOAA Pacific Marine Environmental Laboratory, Seattle, WA, USA
| | - D Crisp
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA
| | - A Eldering
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA
| | - M R Gunson
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA
| | - C W O'Dell
- Colorado State University, Fort Collins, CO, USA
| | - B B Stephens
- National Center for Atmospheric Research, Boulder, CO, USA
| | - D S Schimel
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA
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Pandey AK, Mishra AK, Kumar R, Berwal S, Devadas R, Huete A, Kumar K. CO variability and its association with household cooking fuels consumption over the Indo-Gangetic Plains. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2017; 222:83-93. [PMID: 28069367 DOI: 10.1016/j.envpol.2016.12.080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2016] [Revised: 12/14/2016] [Accepted: 12/29/2016] [Indexed: 06/06/2023]
Abstract
This study examines the spatio-temporal trends obtained from decade long (Jan 2003-Dec 2014) satellite observational data of Atmospheric Infrared Sounder (AIRS) and Measurements of Pollution in the Troposphere (MOPITT) on carbon monoxide (CO) concentration over the Indo-Gangetic Plains (IGP) region. The time sequence plots of columnar CO levels over the western, central and eastern IGP regions reveal marked seasonal behaviour, with lowest CO levels occurring during the monsoon months and the highest CO levels occurring during the pre-monsoon period. A negative correlation between CO levels and rainfall is observed. CO vertical profiles show relatively high values in the upper troposphere at ∼200 hPa level during the monsoon months, thus suggesting the role of convective transport and advection in addition to washout behind the decreased CO levels during this period. MOPITT and AIRS observations show a decreasing trend of 9.6 × 1015 and 1.5 × 1016 molecules cm-2 yr-1, respectively, in columnar CO levels over the IGP region. The results show the existence of a spatial gradient in CO from the eastern (higher levels) to western IGP region (lower levels). Data from the Census of India on the number of households using various cooking fuels in the IGP region shows the prevalence of biomass-fuel (i.e. firewood, crop residue, cowdung etc.) use over the eastern and central IGP regions and that of liquefied petroleum gas over the western IGP region. CO emission estimates from cooking activity over the three IGP regions are found to be in the order east > central > west, which support the existence of the spatial gradient in CO from eastern to the western IGP region. Our results support the intervention of present Indian government on limiting the use of biomass-fuels in domestic cooking to achieve the benefits in terms of the better air quality, household health and regional/global climate change mitigation.
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Affiliation(s)
- Alok Kumar Pandey
- School of Environmental Sciences, Jawaharlal Nehru University, New Delhi, India
| | - Amit Kumar Mishra
- Environmental and Biomedical Metrology Division, National Physical Laboratory, New Delhi, India
| | - Ritesh Kumar
- School of Environmental Sciences, Jawaharlal Nehru University, New Delhi, India
| | - Shivesh Berwal
- School of Environmental Sciences, Jawaharlal Nehru University, New Delhi, India
| | - Rakhesh Devadas
- Climate Change Cluster, University of Technology-Sydney, Sydney, Australia
| | - Alfredo Huete
- Climate Change Cluster, University of Technology-Sydney, Sydney, Australia
| | - Krishan Kumar
- School of Environmental Sciences, Jawaharlal Nehru University, New Delhi, India.
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Saito M, Kim HS, Ito A, Yokota T, Maksyutov S. Enhanced Methane Emissions during Amazonian Drought by Biomass Burning. PLoS One 2016; 11:e0166039. [PMID: 27851783 PMCID: PMC5113007 DOI: 10.1371/journal.pone.0166039] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2016] [Accepted: 10/21/2016] [Indexed: 11/21/2022] Open
Abstract
The Amazon is a significant source of atmospheric methane, but little is known about the source response to increasing drought severity and frequency. We investigated satellite observations of atmospheric column-averaged methane for the 2010 drought and subsequent 2011 wet year in the Amazon using an atmospheric inversion scheme. Our analysis indicates an increase in atmospheric methane over the southern Amazon region during the drought, representing an increase in annual emissions relative to the wet year. We attribute the increase to emissions from biomass burning driven by intense drought, combined with carbon monoxide showing seasonal variations corresponding to methane variations. We show that there is probably a strong correspondence between drought and methane emissions in the Amazon.
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Affiliation(s)
- Makoto Saito
- Center for Global Environmental Research, National Institute for Environmental Studies, 16-2 Onogawa, Tsukuba, Ibaraki 305-8506, Japan
- * E-mail:
| | - Heon-Sook Kim
- Center for Global Environmental Research, National Institute for Environmental Studies, 16-2 Onogawa, Tsukuba, Ibaraki 305-8506, Japan
| | - Akihiko Ito
- Center for Global Environmental Research, National Institute for Environmental Studies, 16-2 Onogawa, Tsukuba, Ibaraki 305-8506, Japan
| | - Tatsuya Yokota
- Center for Global Environmental Research, National Institute for Environmental Studies, 16-2 Onogawa, Tsukuba, Ibaraki 305-8506, Japan
| | - Shamil Maksyutov
- Center for Global Environmental Research, National Institute for Environmental Studies, 16-2 Onogawa, Tsukuba, Ibaraki 305-8506, Japan
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Severe Wildfires Near Moscow, Russia in 2010: Modeling of Carbon Monoxide Pollution and Comparisons with Observations. REMOTE SENSING 2014. [DOI: 10.3390/rs70100395] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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15
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Hooghiemstra PB, Krol MC, van Leeuwen TT, van der Werf GR, Novelli PC, Deeter MN, Aben I, Röckmann T. Interannual variability of carbon monoxide emission estimates over South America from 2006 to 2010. ACTA ACUST UNITED AC 2012. [DOI: 10.1029/2012jd017758] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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16
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Hooghiemstra PB, Krol MC, Bergamaschi P, de Laat ATJ, van der Werf GR, Novelli PC, Deeter MN, Aben I, Röckmann T. Comparing optimized CO emission estimates using MOPITT or NOAA surface network observations. ACTA ACUST UNITED AC 2012. [DOI: 10.1029/2011jd017043] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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17
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Boynard A, Pfister GG, Edwards DP. Boundary layer versus free tropospheric CO budget and variability over the United States during summertime. ACTA ACUST UNITED AC 2012. [DOI: 10.1029/2011jd016416] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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18
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Mu M, Randerson JT, van der Werf GR, Giglio L, Kasibhatla P, Morton D, Collatz GJ, DeFries RS, Hyer EJ, Prins EM, Griffith DWT, Wunch D, Toon GC, Sherlock V, Wennberg PO. Daily and 3-hourly variability in global fire emissions and consequences for atmospheric model predictions of carbon monoxide. ACTA ACUST UNITED AC 2011. [DOI: 10.1029/2011jd016245] [Citation(s) in RCA: 175] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- M. Mu
- Department of Earth System Science; University of California; Irvine California USA
| | - J. T. Randerson
- Department of Earth System Science; University of California; Irvine California USA
| | - G. R. van der Werf
- Faculty of Earth and Life Sciences; VU University Amsterdam; Amsterdam Netherlands
| | - L. Giglio
- Department of Geography; University of Maryland; College Park Maryland USA
| | - P. Kasibhatla
- Nicholas School of the Environment and Earth Sciences; Duke University; Durham North Carolina USA
| | - D. Morton
- NASA Goddard Space Flight Center; Greenbelt Maryland USA
| | - G. J. Collatz
- NASA Goddard Space Flight Center; Greenbelt Maryland USA
| | - R. S. DeFries
- Department of Ecology, Evolution, and Environmental Biology; Columbia University; New York New York USA
| | - E. J. Hyer
- Marine Meteorology Division; Naval Research Laboratory; Monterey California USA
| | - E. M. Prins
- Cooperative Institute for Meteorological Satellite Studies; University of Wisconsin-Madison; Madison Wisconsin USA
| | - D. W. T. Griffith
- School of Chemistry; University of Wollongong; Wollongong, New South Wales Australia
| | - D. Wunch
- Divisions of Engineering and Applied Science and Geological and Planetary Science; California Institute of Technology; Pasadena California USA
| | - G. C. Toon
- Jet Propulsion Laboratory; California Institute of Technology; Pasadena California USA
| | - V. Sherlock
- National Institute of Water and Atmospheric Research, Ltd.; Wellington New Zealand
| | - P. O. Wennberg
- Divisions of Engineering and Applied Science and Geological and Planetary Science; California Institute of Technology; Pasadena California USA
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19
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Basu S, Houweling S, Peters W, Sweeney C, Machida T, Maksyutov S, Patra PK, Saito R, Chevallier F, Niwa Y, Matsueda H, Sawa Y. The seasonal cycle amplitude of total column CO2: Factors behind the model-observation mismatch. ACTA ACUST UNITED AC 2011. [DOI: 10.1029/2011jd016124] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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20
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Ott L, Pawson S, Bacmeister J. An analysis of the impact of convective parameter sensitivity on simulated global atmospheric CO distributions. ACTA ACUST UNITED AC 2011. [DOI: 10.1029/2011jd016077] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Lesley Ott
- Global Modeling and Assimilation Office; NASA Goddard Space Flight Center; Greenbelt Maryland USA
| | - Steven Pawson
- Global Modeling and Assimilation Office; NASA Goddard Space Flight Center; Greenbelt Maryland USA
| | - Julio Bacmeister
- Global Modeling and Assimilation Office; NASA Goddard Space Flight Center; Greenbelt Maryland USA
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21
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Lai SC, Baker AK, Schuck TJ, Slemr F, Brenninkmeijer CAM, van Velthoven P, Oram DE, Zahn A, Ziereis H. Characterization and source regions of 51 high-CO events observed during Civil Aircraft for the Regular Investigation of the Atmosphere Based on an Instrument Container (CARIBIC) flights between south China and the Philippines, 2005–2008. ACTA ACUST UNITED AC 2011. [DOI: 10.1029/2011jd016375] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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22
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Ghude SD, Kulkarni SH, Kulkarni PS, Kanawade VP, Fadnavis S, Pokhrel S, Jena C, Beig G, Bortoli D. Anomalous low tropospheric column ozone over eastern India during the severe drought event of monsoon 2002: a case study. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2011; 18:1442-1455. [PMID: 21494819 DOI: 10.1007/s11356-011-0506-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2010] [Accepted: 03/28/2011] [Indexed: 05/30/2023]
Abstract
BACKGROUND, AIM, AND SCOPE The present study is an attempt to examine some of the probable causes of the unusually low tropospheric column ozone observed over eastern India during the exceptional drought event in July 2002. METHOD We examined horizontal wind and omega (vertical velocity) anomalies over the Indian region to understand the large-scale dynamical processes which prevailed in July 2002. We also examined anomalies in tropospheric carbon monoxide (CO), an important ozone precursor, and observed low CO mixing ratio in the free troposphere in 2002 over eastern India. RESULTS AND DISCUSSION It was found that instead of a normal large-scale ascent, the air was descending in the middle and lower troposphere over a vast part of India. This configuration was apparently responsible for the less convective upwelling of precursors and likely caused less photochemical ozone formation in the free troposphere over eastern India in July 2002. CONCLUSION The insight gained from this case study will hopefully provide a better understanding of the process controlling the distribution of the tropospheric ozone over the Indian region.
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Affiliation(s)
- Sachin D Ghude
- Indian Institute of Tropical Meteorology, Pune 411008, India.
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23
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Jiang Z, Jones DBA, Kopacz M, Liu J, Henze DK, Heald C. Quantifying the impact of model errors on top-down estimates of carbon monoxide emissions using satellite observations. ACTA ACUST UNITED AC 2011. [DOI: 10.1029/2010jd015282] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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24
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Deeter MN, Worden HM, Gille JC, Edwards DP, Mao D, Drummond JR. MOPITT multispectral CO retrievals: Origins and effects of geophysical radiance errors. ACTA ACUST UNITED AC 2011. [DOI: 10.1029/2011jd015703] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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25
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Malavelle F, Pont V, Mallet M, Solmon F, Johnson B, Leon JF, Liousse C. Simulation of aerosol radiative effects over West Africa during DABEX and AMMA SOP-0. ACTA ACUST UNITED AC 2011. [DOI: 10.1029/2010jd014829] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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26
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Fortems-Cheiney A, Chevallier F, Pison I, Bousquet P, Szopa S, Deeter MN, Clerbaux C. Ten years of CO emissions as seen from Measurements of Pollution in the Troposphere (MOPITT). ACTA ACUST UNITED AC 2011. [DOI: 10.1029/2010jd014416] [Citation(s) in RCA: 80] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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27
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Worden HM, Deeter MN, Edwards DP, Gille JC, Drummond JR, Nédélec P. Observations of near-surface carbon monoxide from space using MOPITT multispectral retrievals. ACTA ACUST UNITED AC 2010. [DOI: 10.1029/2010jd014242] [Citation(s) in RCA: 123] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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28
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Zhao C, Wang Y, Yang Q, Fu R, Cunnold D, Choi Y. Impact of East Asian summer monsoon on the air quality over China: View from space. ACTA ACUST UNITED AC 2010. [DOI: 10.1029/2009jd012745] [Citation(s) in RCA: 77] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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29
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Deeter MN, Edwards DP, Gille JC, Emmons LK, Francis G, Ho SP, Mao D, Masters D, Worden H, Drummond JR, Novelli PC. The MOPITT version 4 CO product: Algorithm enhancements, validation, and long-term stability. ACTA ACUST UNITED AC 2010. [DOI: 10.1029/2009jd013005] [Citation(s) in RCA: 127] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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30
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Bian H, Chin M, Kawa SR, Yu H, Diehl T, Kucsera T. Multiscale carbon monoxide and aerosol correlations from satellite measurements and the GOCART model: Implication for emissions and atmospheric evolution. ACTA ACUST UNITED AC 2010. [DOI: 10.1029/2009jd012781] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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31
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de Laat ATJ, Gloudemans AMS, Aben I, Schrijver H. Global evaluation of SCIAMACHY and MOPITT carbon monoxide column differences for 2004–2005. ACTA ACUST UNITED AC 2010. [DOI: 10.1029/2009jd012698] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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32
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Zhang Y, Vijayaraghavan K, Wen XY, Snell HE, Jacobson MZ. Probing into regional ozone and particulate matter pollution in the United States: 1. A 1 year CMAQ simulation and evaluation using surface and satellite data. ACTA ACUST UNITED AC 2009. [DOI: 10.1029/2009jd011898] [Citation(s) in RCA: 75] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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33
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Ho SP, Edwards DP, Gille JC, Luo M, Osterman GB, Kulawik SS, Worden H. A global comparison of carbon monoxide profiles and column amounts from Tropospheric Emission Spectrometer (TES) and Measurements of Pollution in the Troposphere (MOPITT). ACTA ACUST UNITED AC 2009. [DOI: 10.1029/2009jd012242] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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34
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Edwards DP, Arellano AF, Deeter MN. A satellite observation system simulation experiment for carbon monoxide in the lowermost troposphere. ACTA ACUST UNITED AC 2009. [DOI: 10.1029/2008jd011375] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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35
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Payne VH, Clough SA, Shephard MW, Nassar R, Logan JA. Information-centered representation of retrievals with limited degrees of freedom for signal: Application to methane from the Tropospheric Emission Spectrometer. ACTA ACUST UNITED AC 2009. [DOI: 10.1029/2008jd010155] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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36
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Yashiro H, Sugawara S, Sudo K, Aoki S, Nakazawa T. Temporal and spatial variations of carbon monoxide over the western part of the Pacific Ocean. ACTA ACUST UNITED AC 2009. [DOI: 10.1029/2008jd010876] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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37
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Tangborn A, Stajner I, Buchwitz M, Khlystova I, Pawson S, Burrows J, Hudman R, Nedelec P. Assimilation of SCIAMACHY total column CO observations: Global and regional analysis of data impact. ACTA ACUST UNITED AC 2009. [DOI: 10.1029/2008jd010781] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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38
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Wang K, Zhang Y, Jang C, Phillips S, Wang B. Modeling intercontinental air pollution transport over the trans-Pacific region in 2001 using the Community Multiscale Air Quality modeling system. ACTA ACUST UNITED AC 2009. [DOI: 10.1029/2008jd010807] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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39
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Deeter MN, Edwards DP, Gille JC, Drummond JR. CO retrievals based on MOPITT near-infrared observations. ACTA ACUST UNITED AC 2009. [DOI: 10.1029/2008jd010872] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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40
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Climate regulation of fire emissions and deforestation in equatorial Asia. Proc Natl Acad Sci U S A 2008; 105:20350-5. [PMID: 19075224 DOI: 10.1073/pnas.0803375105] [Citation(s) in RCA: 286] [Impact Index Per Article: 17.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Drainage of peatlands and deforestation have led to large-scale fires in equatorial Asia, affecting regional air quality and global concentrations of greenhouse gases. Here we used several sources of satellite data with biogeochemical and atmospheric modeling to better understand and constrain fire emissions from Indonesia, Malaysia, and Papua New Guinea during 2000-2006. We found that average fire emissions from this region [128 +/- 51 (1sigma) Tg carbon (C) year(-1), T = 10(12)] were comparable to fossil fuel emissions. In Borneo, carbon emissions from fires were highly variable, fluxes during the moderate 2006 El Niño more than 30 times greater than those during the 2000 La Niña (and with a 2000-2006 mean of 74 +/- 33 Tg C yr(-1)). Higher rates of forest loss and larger areas of peatland becoming vulnerable to fire in drought years caused a strong nonlinear relation between drought and fire emissions in southern Borneo. Fire emissions from Sumatra showed a positive linear trend, increasing at a rate of 8 Tg C year(-2) (approximately doubling during 2000-2006). These results highlight the importance of including deforestation in future climate agreements. They also imply that land manager responses to expected shifts in tropical precipitation may critically determine the strength of climate-carbon cycle feedbacks during the 21st century.
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Choi Y, Wang Y, Zeng T, Cunnold D, Yang ES, Martin R, Chance K, Thouret V, Edgerton E. Springtime transitions of NO2, CO, and O3over North America: Model evaluation and analysis. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jd009632] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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42
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McMillan WW, Warner JX, Comer MM, Maddy E, Chu A, Sparling L, Eloranta E, Hoff R, Sachse G, Barnet C, Razenkov I, Wolf W. AIRS views transport from 12 to 22 July 2004 Alaskan/Canadian fires: Correlation of AIRS CO and MODIS AOD with forward trajectories and comparison of AIRS CO retrievals with DC-8 in situ measurements during INTEX-A/ICARTT. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jd009711] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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43
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Yurganov LN, McMillan WW, Dzhola AV, Grechko EI, Jones NB, van der Werf GR. Global AIRS and MOPITT CO measurements: Validation, comparison, and links to biomass burning variations and carbon cycle. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jd009229] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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44
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Zubrow A, Chen L, Kotamarthi VR. EAKF-CMAQ: Introduction and evaluation of a data assimilation for CMAQ based on the ensemble adjustment Kalman filter. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jd009267] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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45
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Matichuk RI, Colarco PR, Smith JA, Toon OB. Modeling the transport and optical properties of smoke plumes from South American biomass burning. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jd009005] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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46
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Deeter MN, Edwards DP, Gille JC, Drummond JR. Sensitivity of MOPITT observations to carbon monoxide in the lower troposphere. ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2007jd008929] [Citation(s) in RCA: 111] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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47
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Bian H, Chin M, Kawa SR, Duncan B, Arellano A, Kasibhatla P. Sensitivity of global CO simulations to uncertainties in biomass burning sources. ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2006jd008376] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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48
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Jones TA, Christopher SA. MODIS derived fine mode fraction characteristics of marine, dust, and anthropogenic aerosols over the ocean, constrained by GOCART, MOPITT, and TOMS. ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2007jd008974] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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49
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Hyer EJ, Allen DJ, Kasischke ES. Examining injection properties of boreal forest fires using surface and satellite measurements of CO transport. ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2006jd008232] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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50
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Bhattacharjee PS, Prasad AK, Kafatos M, Singh RP. Influence of a dust storm on carbon monoxide and water vapor over the Indo-Gangetic Plains. ACTA ACUST UNITED AC 2007. [DOI: 10.1029/2007jd008469] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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