{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,17]],"date-time":"2026-08-17T18:44:29Z","timestamp":1786992269485,"version":"build-2736575974"},"reference-count":49,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"}],"funder":[{"DOI":"10.13039\/501100007128","name":"Natural Science Foundation of Shaanxi Province","doi-asserted-by":"publisher","award":["2023-JC-YB-259"],"award-info":[{"award-number":["2023-JC-YB-259"]}],"id":[{"id":"10.13039\/501100007128","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["41571062"],"award-info":[{"award-number":["41571062"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["2021TS014"],"award-info":[{"award-number":["2021TS014"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Journal of Environmental Sciences"],"published-print":{"date-parts":[[2025,4]]},"DOI":"10.1016\/j.jes.2024.02.030","type":"journal-article","created":{"date-parts":[[2024,3,17]],"date-time":"2024-03-17T00:50:30Z","timestamp":1710636630000},"page":"254-266","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":5,"special_numbering":"C","title":["Source and variability of formaldehyde in the Fenwei Plain: An integrated multi-source satellite and emission inventory study"],"prefix":"10.1016","volume":"150","author":[{"given":"Liang","family":"Li","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Keqin","family":"Duan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuyao","family":"Wu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Junhua","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5605-0654","authenticated-orcid":false,"given":"Ting","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2031-2370","authenticated-orcid":false,"given":"Peihong","family":"Shi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rong","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.jes.2024.02.030_bib0001","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1016\/j.scitotenv.2014.04.108","article-title":"Validation of OMI HCHO data and its analysis over Asia","volume":"490","author":"Baek","year":"2014","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.jes.2024.02.030_bib0002","doi-asserted-by":"crossref","DOI":"10.1016\/j.chemosphere.2022.134250","article-title":"Modelling and investigating the impacts of climatic variables on ozone concentration in Malaysia using correlation analysis with random forest, decision tree regression, linear regression, and support vector regression","volume":"299","author":"Balogun","year":"2022","journal-title":"Chemosphere"},{"issue":"D20","key":"10.1016\/j.jes.2024.02.030_bib0003","doi-asserted-by":"crossref","first-page":"20304","DOI":"10.1029\/2008JD009863","article-title":"Net ecosystem fluxes of isoprene over tropical South America inferred from Global Ozone Monitoring Experiment (GOME) observations of HCHO columns","volume":"113","author":"Barkley","year":"2008","journal-title":"J. Geophys. Res. Atmos."},{"key":"10.1016\/j.jes.2024.02.030_bib0004","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1016\/j.rse.2015.10.002","article-title":"An initial comparison of the thermal anomaly detection products of MODIS and VIIRS in their observation of Indonesian volcanic activity","volume":"171","author":"Blackett","year":"2015","journal-title":"Remote Sens. Environ."},{"issue":"4","key":"10.1016\/j.jes.2024.02.030_bib49","doi-asserted-by":"crossref","first-page":"4191","DOI":"10.3390\/rs70404191","article-title":"The first comprehensive accuracy assessment of GlobeLand30 at a national level: Methodology and results","volume":"7","author":"Brovelli","year":"2015","journal-title":"Remote Sens."},{"key":"10.1016\/j.jes.2024.02.030_bib0005","unstructured":"Chance, K., 2019. OMI\/Aura Formaldehyde (HCHO) total column daily L3 weighted mean global 0.1 deg Lat\/Lon Grid V003. Retrieved from Greenbelt, MD, USA."},{"issue":"7","key":"10.1016\/j.jes.2024.02.030_bib0006","doi-asserted-by":"crossref","first-page":"559","DOI":"10.3390\/f10070559","article-title":"Forest type classification based on integrated spectral-spatial-temporal features and random forest algorithm-A case study in the qinling mountains","volume":"10","author":"Cheng","year":"2019","journal-title":"Forests"},{"issue":"8","key":"10.1016\/j.jes.2024.02.030_bib0007","doi-asserted-by":"crossref","first-page":"1810","DOI":"10.1111\/pce.12336","article-title":"Biogenic volatile organic compound emissions from vegetation fires","volume":"37","author":"Ciccioli","year":"2014","journal-title":"Plant, Cell Environ"},{"issue":"21","key":"10.1016\/j.jes.2024.02.030_bib0008","doi-asserted-by":"crossref","first-page":"12519","DOI":"10.5194\/acp-15-12519-2015","article-title":"Diurnal, seasonal and long-term variations of global formaldehyde columns inferred from combined OMI and GOME-2 observations","volume":"15","author":"De Smedt","year":"2015","journal-title":"Atmos. Chem. Phys."},{"issue":"11","key":"10.1016\/j.jes.2024.02.030_bib0009","doi-asserted-by":"crossref","first-page":"2933","DOI":"10.5194\/amt-5-2933-2012","article-title":"Improved retrieval of global tropospheric formaldehyde columns from GOME-2\/MetOp-A addressing noise reduction and instrumental degradation issues","volume":"5","author":"De Smedt","year":"2012","journal-title":"Atmos. Meas Tech."},{"issue":"4","key":"10.1016\/j.jes.2024.02.030_bib0010","doi-asserted-by":"crossref","first-page":"669","DOI":"10.3390\/rs13040669","article-title":"Spatial and temporal differences in alpine meadow, alpine steppe and all vegetation of the Qinghai-Tibetan Plateau and their responses to climate change","volume":"13","author":"Duan","year":"2021","journal-title":"Remote Sens"},{"issue":"1\u20133","key":"10.1016\/j.jes.2024.02.030_bib0011","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1016\/S0048-9697(03)00253-5","article-title":"Applications of redundancy analysis for the detection of chemical response patterns to air pollution in lichen","volume":"312","author":"Gonz\u00e1lez","year":"2003","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.jes.2024.02.030_bib0012","doi-asserted-by":"crossref","DOI":"10.1016\/j.healthplace.2022.102744","article-title":"Ranking the importance of demographic, socioeconomic, and underlying health factors on US COVID-19 deaths: a geographical random forest approach","volume":"74","author":"Grekousis","year":"2022","journal-title":"Health & Place."},{"issue":"11","key":"10.1016\/j.jes.2024.02.030_bib0013","doi-asserted-by":"crossref","first-page":"3181","DOI":"10.5194\/acp-6-3181-2006","article-title":"Estimates of global terrestrial isoprene emissions using MEGAN (Model of Emissions of Gases and Aerosols from Nature)","volume":"6","author":"Guenther","year":"2006","journal-title":"Atmos. Chem. Phys."},{"key":"10.1016\/j.jes.2024.02.030_bib0014","doi-asserted-by":"crossref","DOI":"10.1016\/j.scitotenv.2022.161069","article-title":"Spatial characterization of HCHO and reapportionment of its secondary sources considering photochemical loss in Taiyuan","volume":"865","author":"Hua","year":"2023","journal-title":"China. Sci. Total Environ."},{"issue":"2","key":"10.1016\/j.jes.2024.02.030_bib0015","doi-asserted-by":"crossref","first-page":"295","DOI":"10.1007\/s11442-010-0295-6","article-title":"China's regional transport dominance: density, proximity, and accessibility","volume":"20","author":"Jin","year":"2010","journal-title":"J. Geogr. Sci."},{"issue":"8","key":"10.1016\/j.jes.2024.02.030_bib0016","doi-asserted-by":"crossref","first-page":"5483","DOI":"10.5194\/acp-18-5483-2018","article-title":"High-resolution inversion of OMI formaldehyde columns to quantify isoprene emission on ecosystem-relevant scales: application to the southeast US","volume":"18","author":"Kaiser","year":"2018","journal-title":"Atmos. Chem. Phys."},{"issue":"D18","key":"10.1016\/j.jes.2024.02.030_bib0017","doi-asserted-by":"crossref","first-page":"18302","DOI":"10.1029\/2007JD008539","article-title":"The tropical forest and fire emissions experiment: emission, chemistry, and transport of biogenic volatile organic compounds in the lower atmosphere over Amazonia","volume":"112","author":"Karl","year":"2007","journal-title":"J. Geophys. Res. Atmos."},{"key":"10.1016\/j.jes.2024.02.030_bib0018","unstructured":"Kurosu, T., 2008. OMHCHO Readme File [EB\/OL] https:\/\/lweb.cfa.harvard.edu\/atmosphere\/Instruments\/OMI\/PGEReleases\/READMEs\/OMHCHO_README_v3.0.pdf."},{"issue":"7","key":"10.1016\/j.jes.2024.02.030_bib0019","doi-asserted-by":"crossref","first-page":"2607","DOI":"10.5194\/acp-9-2607-2009","article-title":"Impact of primary formaldehyde on air pollution in the Mexico City Metropolitan Area","volume":"9","author":"Lei","year":"2009","journal-title":"Atmos. Chem. Phys."},{"issue":"20","key":"10.1016\/j.jes.2024.02.030_bib0020","doi-asserted-by":"crossref","first-page":"15447","DOI":"10.5194\/acp-21-15447-2021","article-title":"OMI-observed HCHO in Shanghai, China, during 2010-2019 and ozone sensitivity inferred by an improved HCHO\u2215 NO 2 ratio","volume":"21","author":"Li","year":"2021","journal-title":"Atmos. Chem. Phys."},{"issue":"10","key":"10.1016\/j.jes.2024.02.030_bib0021","doi-asserted-by":"crossref","first-page":"3598","DOI":"10.3390\/su10103598","article-title":"Study on population distribution pattern at the county level of China","volume":"10","author":"Li","year":"2018","journal-title":"Sustainability"},{"issue":"6","key":"10.1016\/j.jes.2024.02.030_bib0022","doi-asserted-by":"crossref","first-page":"834","DOI":"10.1093\/nsr\/nwx150","article-title":"Anthropogenic emission inventories in China: a review","volume":"4","author":"Li","year":"2017","journal-title":"Natl. Sci. Rev."},{"issue":"8","key":"10.1016\/j.jes.2024.02.030_bib0023","doi-asserted-by":"crossref","DOI":"10.1029\/2021GL092997","article-title":"Application Potential of Satellite Thermal Anomaly Products in Updating Industrial Emission Inventory of China","volume":"48","author":"Li","year":"2021","journal-title":"Geophys. Res. Lett."},{"key":"10.1016\/j.jes.2024.02.030_bib0024","doi-asserted-by":"crossref","first-page":"1293","DOI":"10.1016\/j.chemosphere.2016.11.140","article-title":"Sources of formaldehyde and their contributions to photochemical O3 formation at an urban site in the Pearl River Delta, southern China","volume":"168","author":"Ling","year":"2017","journal-title":"Chemosphere"},{"key":"10.1016\/j.jes.2024.02.030_bib0025","doi-asserted-by":"crossref","first-page":"168","DOI":"10.1016\/j.scitotenv.2017.08.210","article-title":"OMI satellite observed formaldehyde column from 2006 to 2015 over Xishuangbanna, southwest China, and validation using ground based zenith-sky DOAS","volume":"613","author":"Liu","year":"2018","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.jes.2024.02.030_bib0026","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1016\/j.atmosenv.2016.12.004","article-title":"Seasonal behavior of carbonyls and source characterization of formaldehyde (HCHO) in ambient air","volume":"152","author":"Lui","year":"2017","journal-title":"Atmos. Environ."},{"issue":"3","key":"10.1016\/j.jes.2024.02.030_bib0027","doi-asserted-by":"crossref","first-page":"1603","DOI":"10.5194\/acp-16-1603-2016","article-title":"Aqueous-phase mechanism for secondary organic aerosol formation from isoprene: application to the southeast United States and co-benefit of SO 2 emission controls","volume":"16","author":"Marais","year":"2016","journal-title":"Atmos. Chem. Phys."},{"issue":"14","key":"10.1016\/j.jes.2024.02.030_bib0028","doi-asserted-by":"crossref","first-page":"6219","DOI":"10.5194\/acp-12-6219-2012","article-title":"Isoprene emissions in Africa inferred from OMI observations of formaldehyde columns","volume":"12","author":"Marais","year":"2012","journal-title":"Atmos. Chem. Phys."},{"issue":"D24","key":"10.1016\/j.jes.2024.02.030_bib0029","doi-asserted-by":"crossref","first-page":"D24S02","DOI":"10.1029\/2005JD006853","article-title":"Formaldehyde distribution over North America: implications for satellite retrievals of formaldehyde columns and isoprene emission","volume":"111","author":"Millet","year":"2006","journal-title":"J. Geophys. Res. Atmos."},{"key":"10.1016\/j.jes.2024.02.030_bib0030","unstructured":"OMI-Team, 2012. Ozone Monitoring Instrument (OMI) data user's guide [EB\/OL] http:\/\/disc.sci.gsfc.nasa.gov\/Aura\/data-holdings\/additional\/documentation\/README.OMI_DUG.pdf."},{"issue":"39","key":"10.1016\/j.jes.2024.02.030_bib0031","doi-asserted-by":"crossref","first-page":"6121","DOI":"10.1016\/j.atmosenv.2009.09.002","article-title":"Isoprene emissions and climate","volume":"43","author":"Pacifico","year":"2009","journal-title":"Atmos. Environ."},{"issue":"7","key":"10.1016\/j.jes.2024.02.030_bib0032","doi-asserted-by":"crossref","first-page":"3273","DOI":"10.5194\/acp-12-3273-2012","article-title":"Primary and secondary sources of formaldehyde in urban atmospheres: houston Texas region","volume":"12","author":"Parrish","year":"2012","journal-title":"Atmos. Chem. Phys."},{"issue":"2","key":"10.1016\/j.jes.2024.02.030_bib0033","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1023\/A:1006300616544","article-title":"Impact of non-methane hydrocarbons on tropospheric chemistry and the oxidizing power of the global troposphere: 3-dimensional modelling results","volume":"36","author":"Poisson","year":"2000","journal-title":"J. Atmos. Chem."},{"issue":"4","key":"10.1016\/j.jes.2024.02.030_bib0034","doi-asserted-by":"crossref","first-page":"357","DOI":"10.1080\/10934529.2015.1109411","article-title":"Human health risks of formaldehyde indoor levels: an issue of concern","volume":"51","author":"Rovira","year":"2016","journal-title":"J. Environ. Sci. Health Part A."},{"issue":"18","key":"10.1016\/j.jes.2024.02.030_bib0035","doi-asserted-by":"crossref","first-page":"1936","DOI":"10.1029\/2003GL017642","article-title":"Effect of climate change on isoprene emissions and surface ozone levels","volume":"30","author":"Sanderson","year":"2003","journal-title":"Geophys. Res. Lett."},{"key":"10.1016\/j.jes.2024.02.030_bib0036","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1016\/j.rse.2013.12.008","article-title":"The New VIIRS 375m active fire detection data product: algorithm description and initial assessment","volume":"143","author":"Schroeder","year":"2014","journal-title":"Remote Sens. Environ."},{"key":"10.1016\/j.jes.2024.02.030_bib0037","doi-asserted-by":"crossref","DOI":"10.1016\/j.ecoinf.2021.101464","article-title":"Modeling the response of negative air ions to environmental factors using multiple linear regression and random forest","volume":"66","author":"Shi","year":"2021","journal-title":"Ecol. Inform."},{"key":"10.1016\/j.jes.2024.02.030_bib0038","doi-asserted-by":"crossref","DOI":"10.1016\/j.atmosenv.2022.119530","article-title":"Disentangling temperature and water stress contributions to trends in isoprene emissions using satellite observations of formaldehyde, 2005-2016","volume":"295","author":"Strada","year":"2023","journal-title":"Atmos. Environ."},{"key":"10.1016\/j.jes.2024.02.030_bib0039","doi-asserted-by":"crossref","DOI":"10.1016\/j.envint.2020.106279","article-title":"A comprehensive study on ozone pollution in a megacity in North China Plain during summertime: observations, source attributions and ozone sensitivity","volume":"146","author":"Sun","year":"2021","journal-title":"Environ. Int."},{"issue":"8","key":"10.1016\/j.jes.2024.02.030_bib0040","doi-asserted-by":"crossref","first-page":"1210","DOI":"10.1016\/j.envint.2009.06.002","article-title":"Formaldehyde in China: production, consumption, exposure levels, and health effects","volume":"35","author":"Tang","year":"2009","journal-title":"Environ. Int."},{"key":"10.1016\/j.jes.2024.02.030_bib0041","series-title":"Atmospheric Environmental Chemistry","first-page":"74","author":"Tang","year":"2006"},{"key":"10.1016\/j.jes.2024.02.030_bib0042","series-title":"Atmospheric Environmental Chemistry","first-page":"258","author":"Tang","year":"2006"},{"key":"10.1016\/j.jes.2024.02.030_bib0043","doi-asserted-by":"crossref","first-page":"627","DOI":"10.1016\/j.jag.2018.08.003","article-title":"A simple method based on the thermal anomaly index to detect industrial heat sources","volume":"73","author":"Xia","year":"2018","journal-title":"Int. J. Appl. Earth Obs. Geoinformation."},{"issue":"7","key":"10.1016\/j.jes.2024.02.030_bib0044","doi-asserted-by":"crossref","first-page":"3119","DOI":"10.5194\/acp-11-3119-2011","article-title":"Projections of air pollutant emissions and its impacts on regional air quality in China in 2020","volume":"11","author":"Xing","year":"2011","journal-title":"Atmos. Chem. Phys."},{"key":"10.1016\/j.jes.2024.02.030_bib0045","doi-asserted-by":"crossref","DOI":"10.1016\/j.jclepro.2019.117897","article-title":"Index decomposition and attribution analysis of aggregate energy intensity in Shanxi Province (20002015)","volume":"238","author":"Zhang","year":"2019","journal-title":"J. Clean. Prod."},{"issue":"4","key":"10.1016\/j.jes.2024.02.030_bib0046","first-page":"976","article-title":"Contribution of isoprene emitted from vegetable to atmospheric formaldehyde in the ambient air of Beijing city","volume":"30","author":"Zhang","year":"2009","journal-title":"Environ. Sci."},{"key":"10.1016\/j.jes.2024.02.030_bib0047","doi-asserted-by":"crossref","DOI":"10.1016\/j.catena.2021.105216","article-title":"Complex network and redundancy analysis of spatial-temporal dynamic changes and driving forces behind changes in oases within the Tarim Basin in northwestern China","volume":"201","author":"Zhang","year":"2021","journal-title":"Catena"},{"issue":"11","key":"10.1016\/j.jes.2024.02.030_bib0048","doi-asserted-by":"crossref","DOI":"10.1088\/1748-9326\/9\/11\/114004","article-title":"Anthropogenic emissions of highly reactive volatile organic compounds in eastern Texas inferred from oversampling of satellite (OMI) measurements of HCHO columns","volume":"9","author":"Zhu","year":"2014","journal-title":"Environ. Res. Lett."}],"container-title":["Journal of Environmental Sciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1001074224001256?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1001074224001256?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,10,4]],"date-time":"2025-10-04T20:57:12Z","timestamp":1759611432000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1001074224001256"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4]]},"references-count":49,"alternative-id":["S1001074224001256"],"URL":"https:\/\/doi.org\/10.1016\/j.jes.2024.02.030","relation":{},"ISSN":["1001-0742"],"issn-type":[{"value":"1001-0742","type":"print"}],"subject":[],"published":{"date-parts":[[2025,4]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Source and variability of formaldehyde in the Fenwei Plain: An integrated multi-source satellite and emission inventory study","name":"articletitle","label":"Article Title"},{"value":"Journal of Environmental Sciences","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.jes.2024.02.030","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2024 The Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences. Published by Elsevier B.V.","name":"copyright","label":"Copyright"}]}}