Frontiers in Big Data | Data-driven Climate Sciences section | New and Recent Articles https://www.frontiersin.org/journals/big-data/sections/data-driven-climate-sciences RSS Feed for Data-driven Climate Sciences section in the Frontiers in Big Data journal | New and Recent Articles en-us Frontiers Feed Generator,version:1 2026-04-04T12:01:30.379+00:00 60 https://www.frontiersin.org/articles/10.3389/fdata.2025.1710462 https://www.frontiersin.org/articles/10.3389/fdata.2025.1710462 <![CDATA[Inferring causal interplay between air pollution and meteorology]]> 2025-12-17T00:00:00Z Original Research Yves Philippe RybarczykNiralkumar Hemantbhai DaveTobias Isaac Tapia-FloresRasa Zalakeviciute https://www.frontiersin.org/articles/10.3389/fdata.2025.1611364 https://www.frontiersin.org/articles/10.3389/fdata.2025.1611364 <![CDATA[Editorial: Air quality and biosphere-atmosphere interactions]]> 2025-05-06T00:00:00Z Editorial Yves Philippe Rybarczyk https://www.frontiersin.org/articles/10.3389/fdata.2025.1546223 https://www.frontiersin.org/articles/10.3389/fdata.2025.1546223 <![CDATA[Causal effect of PM2.5 on the urban heat island]]> 2025-03-14T00:00:00Z Original Research Yves RybarczykRasa ZalakeviciuteMarija EreminaiteIvana Costa-Stolz https://www.frontiersin.org/articles/10.3389/fdata.2025.1507036 https://www.frontiersin.org/articles/10.3389/fdata.2025.1507036 <![CDATA[Deep learning for accurate classification of conifer pollen grains: enhancing species identification in palynology]]> 2025-02-14T00:00:00Z Methods Masoud A. RostamiLeMaur KyddBehnaz BalmakiLee A. DyerJulie M. Allen https://www.frontiersin.org/articles/10.3389/fdata.2024.1375455 https://www.frontiersin.org/articles/10.3389/fdata.2024.1375455 <![CDATA[Real driving cycles and emissions for urban freight transport]]> 2024-07-08T00:00:00Z Original Research Julie Anne Holanda AzevedoDemostenis Ramos CassianoBruno Vieira Bertoncini https://www.frontiersin.org/articles/10.3389/fdata.2024.1412837 https://www.frontiersin.org/articles/10.3389/fdata.2024.1412837 <![CDATA[Particulate matter forecast and prediction in Curitiba using machine learning]]> 2024-05-30T00:00:00Z Original Research Marianna Gonçalves Dias ChavesAdriel Bilharva da SilvaEmílio Graciliano Ferreira MercuriSteffen Manfred Noe https://www.frontiersin.org/articles/10.3389/fdata.2024.1384240 https://www.frontiersin.org/articles/10.3389/fdata.2024.1384240 <![CDATA[Tradescantia response to air and soil pollution, stamen hair cells dataset and ANN color classification]]> 2024-05-15T00:00:00Z Original Research Leatrice Talita RodriguesBarbara Sanches Antunes GoeldnerEmílio Graciliano Ferreira MercuriSteffen Manfred Noe https://www.frontiersin.org/articles/10.3389/fdata.2023.1243559 https://www.frontiersin.org/articles/10.3389/fdata.2023.1243559 <![CDATA[Deep learning estimation of northern hemisphere soil freeze-thaw dynamics using satellite multi-frequency microwave brightness temperature observations]]> 2023-11-17T00:00:00Z Original Research Kellen DonahueJohn S. KimballJinyang DuFredrick BuntAndreas CollianderMahta MoghaddamJesse JohnsonYoungwook KimMichael A. Rawlins https://www.frontiersin.org/articles/10.3389/fdata.2023.1139918 https://www.frontiersin.org/articles/10.3389/fdata.2023.1139918 <![CDATA[Assessment of geothermal resource potential in Changbaishan utilizing high-precision gravity-based man-machine interactive inversion technology]]> 2023-07-17T00:00:00Z Original Research Zhi-He XuJi-Yi JiangGuan-Wen GuZhen-Jun SunXuan-Kai JiaoXing-Guo NiuQin Yu https://www.frontiersin.org/articles/10.3389/fdata.2023.1124148 https://www.frontiersin.org/articles/10.3389/fdata.2023.1124148 <![CDATA[Machine learning-based ozone and PM2.5 forecasting: Application to multiple AQS sites in the Pacific Northwest]]> 2023-02-24T00:00:00Z Original Research Kai FanRanil DhammapalaKyle HarringtonBrian LambYunha Lee https://www.frontiersin.org/articles/10.3389/fdata.2022.997447 https://www.frontiersin.org/articles/10.3389/fdata.2022.997447 <![CDATA[Flood risk assessment for residences at the neighborhood scale by owner/occupant type and first-floor height]]> 2023-01-09T00:00:00Z Original Research Ayat Al AssiRubayet Bin MostafizCarol J. FriedlandMd Adilur RahimRobert V. Rohli https://www.frontiersin.org/articles/10.3389/fdata.2022.1009158 https://www.frontiersin.org/articles/10.3389/fdata.2022.1009158 <![CDATA[Changing features of the Northern Hemisphere 500-hPa circumpolar vortex]]> 2023-01-09T00:00:00Z Original Research Nazla BushraRobert V. RohliChunyan LiPaul W. MillerRubayet Bin Mostafiz https://www.frontiersin.org/articles/10.3389/fdata.2022.1022900 https://www.frontiersin.org/articles/10.3389/fdata.2022.1022900 <![CDATA[A data-driven spatial approach to characterize the flood hazard]]> 2022-12-12T00:00:00Z Original Research Rubayet Bin MostafizMd Adilur RahimCarol J. FriedlandRobert V. RohliNazla BushraFatemeh Orooji https://www.frontiersin.org/articles/10.3389/fdata.2022.967477 https://www.frontiersin.org/articles/10.3389/fdata.2022.967477 <![CDATA[Observation-based assessment of secondary water effects on seasonal vegetation decay across Africa]]> 2022-09-09T00:00:00Z Brief Research Report Çağlar KüçükSujan KoiralaNuno CarvalhaisDiego G. MirallesMarkus ReichsteinMartin Jung https://www.frontiersin.org/articles/10.3389/fdata.2022.768676 https://www.frontiersin.org/articles/10.3389/fdata.2022.768676 <![CDATA[Application of a Machine Learning Algorithm in Generating an Evapotranspiration Data Product From Coupled Thermal Infrared and Microwave Satellite Observations]]> 2022-05-20T00:00:00Z Original Research Li FangXiwu ZhanSatya KalluriPeng YuChris HainMartha AndersonIstvan Laszlo https://www.frontiersin.org/articles/10.3389/fdata.2022.898643 https://www.frontiersin.org/articles/10.3389/fdata.2022.898643 <![CDATA[Editorial: Statistical Learning for Predicting Air Quality]]> 2022-05-05T00:00:00Z Editorial Yves Philippe RybarczykRasa Zalakeviciute https://www.frontiersin.org/articles/10.3389/fdata.2022.842455 https://www.frontiersin.org/articles/10.3389/fdata.2022.842455 <![CDATA[Deep Learning Approach for Assessing Air Quality During COVID-19 Lockdown in Quito]]> 2022-04-04T00:00:00Z Original Research Phuong N. ChauRasa ZalakeviciuteIlias ThomasYves Rybarczyk https://www.frontiersin.org/articles/10.3389/fdata.2022.822573 https://www.frontiersin.org/articles/10.3389/fdata.2022.822573 <![CDATA[Data-Driven Framework for Understanding and Predicting Air Quality in Urban Areas]]> 2022-03-25T00:00:00Z Original Research Lakshmi Babu SaheerAjay BhasyMahdi MaktabdarJavad Zarrin https://www.frontiersin.org/articles/10.3389/fdata.2022.826517 https://www.frontiersin.org/articles/10.3389/fdata.2022.826517 <![CDATA[Air Quality Forecast by Statistical Methods: Application to Portugal and Macao]]> 2022-03-10T00:00:00Z Brief Research Report Luísa MendesJoana MonjardinoFrancisco Ferreira https://www.frontiersin.org/articles/10.3389/fdata.2021.777336 https://www.frontiersin.org/articles/10.3389/fdata.2021.777336 <![CDATA[Daily Spatial Complete Soil Moisture Mapping Over Southeast China Using CYGNSS and MODIS Data]]> 2022-02-15T00:00:00Z Original Research Ting YangZhigang SunJundong WangSen Li