{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,13]],"date-time":"2025-10-13T15:35:20Z","timestamp":1760369720893,"version":"build-2065373602"},"reference-count":123,"publisher":"MDPI AG","issue":"10","license":[{"start":{"date-parts":[[2021,5,12]],"date-time":"2021-05-12T00:00:00Z","timestamp":1620777600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>Urbanization and the resulting increase in development areas and populations cause micro-climate changes such as the urban heat island (UHI) effect. This micro-climate change can affect vegetation phenology. It can advance leaf unfolding and flowering and delay the timing of fallen leaves. This study was carried out to clarify the impact of urbanization on the leaf unfolding of Mongolian oak. The survey sites for this study were established in the urban center (Mts. Nam, Mido, and Umyeon in Seoul), suburbs (Mts. Cheonggye and Buram in Seoul), a rural area (Gwangneung, Mt. Sori in Gyeonggi-do), and a natural area (Mt. Jeombong in Gangwon-do). Green-up dates derived from the analyses of digital camera images and MODIS satellite images were the earliest in the urban center and delayed through the suburbs and rural area to the natural area. The difference in the observed green-up date compared to the expected one, which was determined by regarding the Mt. Jeombong site located in the natural area as the reference site, was the biggest in the urban center and decreased through the suburbs and rural area to the natural area. Green-up dates in the rural area, suburbs, and urban center were earlier by 11.0, 14.5, and 16.3 days than the expected ones. If these results are transformed into the air temperature based on previous research results, it could be deduced that the air temperature in the urban center, suburbs, and rural area rose by 3.8 to 4.6 \u00b0C, 3.3 to 4.1 \u00b0C, and 2.5 to 3.1 \u00b0C, respectively. Green-up dates derived based on the accumulated growing degree days (AGDD) showed the same trend as those derived from the image interpretation. Green-up dates derived from the change in sap flow as a physiological response of the plant showed a difference within one day from the green-up dates derived from digital camera and MODIS satellite image analyses. The change trajectory of the curvature K value derived from the sap flow also showed a very similar trend to that of the curvature K value derived from the vegetation phenology. From these results, we confirm the availability of AGDD and sap flow as tools predicting changes in ecosystems due to climate change including phenology. Meanwhile, the green-up dates in survey sites were advanced in proportion to the land use intensity of each survey site. Green-up dates derived based on AGDD were also negatively correlated with the land use intensity of the survey site. This result implies that differences in green-up dates among the survey sites and between the expected and observed green-up dates in the urban center, suburbs, and rural area were due to the increased temperature due to land use in the survey sites. Based on these results, we propose conservation and restoration of nature as measures to reduce the impact of climate change.<\/jats:p>","DOI":"10.3390\/rs13101890","type":"journal-article","created":{"date-parts":[[2021,5,12]],"date-time":"2021-05-12T22:46:14Z","timestamp":1620859574000},"page":"1890","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Phenological Changes of Mongolian Oak Depending on the Micro-Climate Changes Due to Urbanization"],"prefix":"10.3390","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8637-3251","authenticated-orcid":false,"given":"A Reum","family":"Kim","sequence":"first","affiliation":[{"name":"Graduate School of Seoul Women\u2019s University, Seoul Women\u2019s University, 621 Hwarang-no, Nowon-gu, Seoul 01797, Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8117-8780","authenticated-orcid":false,"given":"Chi Hong","family":"Lim","sequence":"additional","affiliation":[{"name":"Division of Ecological Survey Research, National Institute of Ecology, 1210 Geumgang-no, Maseo-myeon, Seocheon 33657, Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1724-6552","authenticated-orcid":false,"given":"Bong Soon","family":"Lim","sequence":"additional","affiliation":[{"name":"Graduate School of Seoul Women\u2019s University, Seoul Women\u2019s University, 621 Hwarang-no, Nowon-gu, Seoul 01797, Korea"}]},{"given":"Jaewon","family":"Seol","sequence":"additional","affiliation":[{"name":"Graduate School of Seoul Women\u2019s University, Seoul Women\u2019s University, 621 Hwarang-no, Nowon-gu, Seoul 01797, Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4288-4348","authenticated-orcid":false,"given":"Chang Seok","family":"Lee","sequence":"additional","affiliation":[{"name":"Division of Chemistry and Bio-Environmental Sciences, Seoul Women\u2019s University, 621 Hwarang-no, Nowon-gu, Seoul 01797, Korea"}]}],"member":"1968","published-online":{"date-parts":[[2021,5,12]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"101351","DOI":"10.1016\/j.compenvurbsys.2019.101351","article-title":"The impact of urbanization and climate change on ecosystem services: A case study of the city belt along the Yellow River in Ningxia, China","volume":"77","author":"Lyu","year":"2019","journal-title":"Comput. Environ. Urban Syst."},{"key":"ref_2","doi-asserted-by":"crossref","unstructured":"Fu, Q., Xu, L., Zheng, H., and Chen, J. (2019). Spatiotemporal dynamics of carbon storage in response to urbanization: A case study in the Su-Xi-Chang region, China. Processes, 7.","DOI":"10.3390\/pr7110836"},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"570","DOI":"10.1126\/science.1111772","article-title":"Global consequences of land use","volume":"309","author":"Foley","year":"2005","journal-title":"Science"},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"756","DOI":"10.1126\/science.1150195","article-title":"Global change and the ecology of cities","volume":"319","author":"Grimm","year":"2008","journal-title":"Science"},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"16083","DOI":"10.1073\/pnas.1211658109","article-title":"Global forecasts of urban expansion to 2030 and direct impacts on biodiversity and carbon pools","volume":"109","author":"Seto","year":"2012","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"ref_6","doi-asserted-by":"crossref","unstructured":"Qiu, T., Song, C., and Li, J. (2017). Impacts of urbanization on vegetation phenology over the past three decades in Shanghai, China. Remote Sens., 9.","DOI":"10.3390\/rs9090970"},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"4228","DOI":"10.1073\/pnas.1911117117","article-title":"Urban warming advances spring phenology but reduces the response of phenology to temperature in the conterminous United States","volume":"117","author":"Meng","year":"2020","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1111\/j.1365-2486.1995.tb00025.x","article-title":"Terrestrial higher-plant response to increasing atmospheric [CO2] in relation to the global carbon cycle","volume":"1","author":"Amthor","year":"1995","journal-title":"Glob. Chang. Biol."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"275","DOI":"10.1111\/j.1365-2486.1995.tb00026.x","article-title":"Land-use change and the carbon cycle","volume":"1","author":"Houghton","year":"1995","journal-title":"Glob. Chang. Biol."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1080\/00139150409605818","article-title":"Solving the climate problem: Technologies available to curb CO2 emissions","volume":"46","author":"Socolow","year":"2004","journal-title":"Environ. Sci. Policy Sustain. Dev."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1016\/j.palaeo.2016.04.002","article-title":"Atmospheric carbon dioxide and climate change since the Late Jurassic (150 Ma) derived from a global carbon cycle model","volume":"454","author":"Kashiwagi","year":"2016","journal-title":"Palaeogeogr. Palaeoclimatol. Palaeoecol."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"L12209","DOI":"10.1029\/2004GL020137","article-title":"The footprint of urban climates on vegetation phenology","volume":"31","author":"Zhang","year":"2004","journal-title":"Geophys. Res. Lett."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"619","DOI":"10.1175\/1520-0477(1992)073<0619:IWMIUA>2.0.CO;2","article-title":"Inadvertent Weather Modification in Urban Areas: Lessons for Global Climate Change","volume":"73","author":"Changnon","year":"1992","journal-title":"Bull. Am. Meteorol. Soc."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"501","DOI":"10.1023\/A:1005357915441","article-title":"Urbanization effects on regional climate change in the case of four large cities of Turkey","volume":"35","author":"Tayanc","year":"1997","journal-title":"Clim. Chang."},{"key":"ref_15","first-page":"1","article-title":"Meta-analysis of urbanization impact on rainfall modification","volume":"9","author":"Liu","year":"2019","journal-title":"Sci. Rep."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"144224","DOI":"10.1016\/j.scitotenv.2020.144224","article-title":"Exploring diurnal cycles of surface urban heat island intensity in Boston with land surface temperature data derived from GOES-R geostationary satellites","volume":"763","author":"Chang","year":"2021","journal-title":"Sci. Total Environ."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"363","DOI":"10.1007\/s11284-017-1551-3","article-title":"Ecological consideration for several methodologies to diagnose vegetation phenology","volume":"33","author":"Lim","year":"2018","journal-title":"Ecol. Res."},{"key":"ref_18","doi-asserted-by":"crossref","unstructured":"Krehbiel, C., and Henebry, G.M. (2016). A comparison of multiple datasets for monitoring thermal time in urban areas over the US Upper Midwest. Remote. Sens., 8.","DOI":"10.3390\/rs8040297"},{"key":"ref_19","first-page":"1","article-title":"Temperature Trends and Extreme Climate since 1909 at Big Four Cities of Korea","volume":"41","author":"Ha","year":"2004","journal-title":"J. Korean Meteorol. Soc."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"D05109","DOI":"10.1029\/2005JD006290","article-title":"Global observed changes in daily climate extremes of temperature and precipitation","volume":"111","author":"Alexander","year":"2006","journal-title":"J. Geophys. Res. Atmos."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"6940","DOI":"10.1002\/2017GL074084","article-title":"Contribution of urbanization to the increase of extreme heat events in an urban agglomeration in east China","volume":"44","author":"Yang","year":"2017","journal-title":"Geophys. Res. Lett."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"1005","DOI":"10.1016\/j.scitotenv.2019.06.374","article-title":"Estimating the effect of urbanization on extreme climate events in the Beijing-Tianjin-Hebei region, China","volume":"688","author":"Zhao","year":"2019","journal-title":"Sci. Total Environ."},{"key":"ref_23","doi-asserted-by":"crossref","unstructured":"Lim, C.H., Jung, S.H., Kim, A.R., Kim, N.S., and Lee, C.S. (2020). Monitoring for Changes in Spring Phenology at Both Temporal and Spatial Scales Based on MODIS LST Data in South Korea. Remote Sens., 12.","DOI":"10.3390\/rs12203282"},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"471","DOI":"10.1177\/030913338801200401","article-title":"The urban energy balance","volume":"12","author":"Oke","year":"1988","journal-title":"Prog. Phys. Geogr."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"054023","DOI":"10.1088\/1748-9326\/11\/5\/054023","article-title":"Urban heat island impacts on plant phenology: Intra-urban variability and response to land cover","volume":"11","author":"Zipper","year":"2016","journal-title":"Environ. Res. Lett."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s12665-018-7252-6","article-title":"Spatiotemporal monitoring of land surface temperature and estimated radiation using remote sensing: Human health implications for East London, South Africa","volume":"77","author":"Orimoloye","year":"2018","journal-title":"Environ. Earth Sci."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"447","DOI":"10.1007\/s12145-019-00391-2","article-title":"Monitoring spatial pattern of land surface thermal characteristics and urban growth: A case study of King Williams using remote sensing and GIS","volume":"12","author":"Willie","year":"2019","journal-title":"Earth Sci. Inform."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"1256","DOI":"10.1093\/treephys\/tpt079","article-title":"Can spatial data substitute temporal data in phenological modelling? A survey using birch flowering","volume":"33","author":"Jochner","year":"2013","journal-title":"Tree Physiol."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"250","DOI":"10.1016\/j.envpol.2015.01.003","article-title":"Urban phenological studies\u2013past, present, future","volume":"203","author":"Jochner","year":"2015","journal-title":"Environ. Pollut."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"156","DOI":"10.1016\/j.agrformet.2012.09.012","article-title":"Climate change, phenology, and phenological control of vegetation feedbacks to the climate system","volume":"169","author":"Richardson","year":"2013","journal-title":"Agric. For. Meteorol."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"598","DOI":"10.1038\/nclimate2253","article-title":"Net carbon uptake has increased through warming-induced changes in temperate forest phenology","volume":"4","author":"Keenan","year":"2014","journal-title":"Nat. Clim. Chang."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"9701","DOI":"10.1073\/pnas.96.17.9701","article-title":"Phenological changes reflect climate change in Wisconsin","volume":"96","author":"Bradley","year":"1999","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"793","DOI":"10.1126\/science.1066860","article-title":"Responses to a warming world","volume":"294","author":"Filella","year":"2001","journal-title":"Science"},{"key":"ref_34","first-page":"73","article-title":"Characteristics of Spatio-temporal Distribution of Phenology Fluctuation By Using Modis Images","volume":"5","author":"Kim","year":"2011","journal-title":"Symp. Korean Geogr. Soc."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"389","DOI":"10.1038\/416389a","article-title":"Ecological responses to recent climate change","volume":"416","author":"Walther","year":"2002","journal-title":"Nature"},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"13434","DOI":"10.1073\/pnas.1305533110","article-title":"Community-level phenological response to climate change","volume":"110","author":"Ovaskainen","year":"2013","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1016\/j.agrformet.2014.08.007","article-title":"Using digital camera images to analyse snowmelt and phenology of a subalpine grassland","volume":"198","author":"Julitta","year":"2014","journal-title":"Agric. For. Meteorol."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1038\/382146a0","article-title":"Increased activity of northern vegetation inferred from atmospheric CO2 measurements","volume":"382","author":"Keeling","year":"1996","journal-title":"Nature"},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"232","DOI":"10.1016\/S0034-4257(03)00103-2","article-title":"A regional phenology model for detecting onset of greenness in temperate mixed forests, Korea: An application of MODIS leaf area index","volume":"86","author":"Kang","year":"2003","journal-title":"Remote Sens. Environ."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"295","DOI":"10.1111\/j.1469-8137.2004.01059.x","article-title":"Responses of spring phenology to climate change","volume":"162","author":"Badeck","year":"2004","journal-title":"New Phytol."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"64","DOI":"10.1016\/j.ydbio.2016.07.023","article-title":"Plant developmental responses to climate change","volume":"419","author":"Gray","year":"2016","journal-title":"Dev. Biol."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"703","DOI":"10.2307\/3235884","article-title":"Measuring phenological variability from satellite imagery","volume":"5","author":"Reed","year":"1994","journal-title":"J. Veg. Sci."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"929","DOI":"10.1002\/1097-0088(20000630)20:8<929::AID-JOC557>3.0.CO;2-5","article-title":"Changes in North American spring","volume":"20","author":"Schwartz","year":"2000","journal-title":"Int. J. Climatol."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"531","DOI":"10.1046\/j.1365-2486.2002.00489.x","article-title":"Changed plant and animal life cycles from 1952 to 2000 in the Mediterranean region","volume":"8","author":"Filella","year":"2002","journal-title":"Glob. Chang. Biol."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"176","DOI":"10.1016\/j.agrformet.2017.11.032","article-title":"Modeling vegetation green-up dates across the Tibetan Plateau by including both seasonal and daily temperature and precipitation","volume":"249","author":"Cao","year":"2018","journal-title":"Agric. For. Meteorol."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"339","DOI":"10.1016\/j.ecoinf.2010.07.002","article-title":"Use of digital cameras for phenological observations","volume":"5","author":"Ide","year":"2010","journal-title":"Ecol. Inform."},{"key":"ref_47","first-page":"012001","article-title":"Monitoring mangrove phenology using camera images","volume":"Volume 432","author":"Xiang","year":"2019","journal-title":"IOP Conference Series: Earth and Environmental Science, Proceedings of the 2019 International Conference on Resources and Environmental Research, Qingdao, China, 25\u201327 October 2019"},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"460","DOI":"10.1177\/0309133315578940","article-title":"Plant phenology and climate change: Progress in methodological approaches and application","volume":"39","author":"Fitchett","year":"2015","journal-title":"Prog. Phys. Geog."},{"key":"ref_49","first-page":"224","article-title":"A promising trend for field information collection: An air-ground multi-sensor monitoring system","volume":"5","author":"Zhang","year":"2018","journal-title":"Inf. Process. Agric."},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"293","DOI":"10.17660\/ActaHortic.2013.991.36","article-title":"Linking phenological data to ecophysiology of European beech","volume":"991","author":"Urban","year":"2013","journal-title":"Acta Hortic. (ISHS)"},{"key":"ref_51","doi-asserted-by":"crossref","unstructured":"Paloschi, R.A., Ramos, D.M., Ventura, D.J., Souza, R., Souza, E., Morellato, L.P.C., N\u00f3brega, R.L.B., Coutinho, \u00cd.A.C., Verhoef, A., and K\u00f6rting, T.S. (2021). Environmental Drivers of Water Use for Caatinga Woody Plant Species: Combining Remote Sensing Phenology and Sap Flow Measurements. Remote Sens., 13.","DOI":"10.3390\/rs13010075"},{"key":"ref_52","doi-asserted-by":"crossref","unstructured":"Alberton, B., da Silva Torres, R., Sanna Freire Silva, T., Rocha, H.R.D., Moura, M.S.B., and Morellato, L.P.C. (2019). Leafing patterns and drivers across seasonally dry tropical communities. Remote Sens., 11.","DOI":"10.3390\/rs11192267"},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"1561","DOI":"10.1093\/treephys\/27.11.1561","article-title":"Dry-season leaf flushing of Enterolobium cyclocarpum (ear-pod tree): Above\u2013and belowground phenology and water relations","volume":"27","author":"Holbrook","year":"2007","journal-title":"Tree Physiol."},{"key":"ref_54","first-page":"314","article-title":"Chronological sequence of leaf phenology, xylem and phloem formation and sap flow of Quercus pubescens from abandoned karst grasslands","volume":"8","author":"Eler","year":"2017","journal-title":"Front. Plant Sci."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"563","DOI":"10.1098\/rstb.1895.0012","article-title":"On the ascent of sap","volume":"186","author":"Dixon","year":"1895","journal-title":"Philos. Trans. R. Soc. Lond. B"},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"275","DOI":"10.1007\/s00484-005-0022-7","article-title":"Plant development scores from fixed-date photographs: The influence of weather variables and recorder experience","volume":"50","author":"Sparks","year":"2006","journal-title":"Int. J. Biometeorol."},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1038\/s41598-018-23804-6","article-title":"Intercomparison of phenological transition dates derived from the PhenoCam Dataset V1.0 and MODIS satellite remote sensing","volume":"8","author":"Richardson","year":"2018","journal-title":"Sci. Rep."},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"1869","DOI":"10.1002\/2013WR014023","article-title":"Species differences in the seasonality of evergreen tree transpiration in a Mediterranean climate: Analysis of multiyear, half-hourly sap flow observations","volume":"50","author":"Link","year":"2014","journal-title":"Water Resour. Res."},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"1841","DOI":"10.1093\/treephys\/tpy072","article-title":"Leaf phenology and water-use patterns of canopy trees in Northern Argentinean subtropical forests","volume":"38","author":"Villagra","year":"2018","journal-title":"Tree Physiol."},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1007\/s00442-006-0657-z","article-title":"Use of digital webcam images to track spring green-up in a deciduous broadleaf forest","volume":"152","author":"Richardson","year":"2007","journal-title":"Oecologia"},{"key":"ref_61","first-page":"102","article-title":"Prediction for climate change: Climate change and prediction for change of vegetation distribution due to it in the Korean peninsula","volume":"7","author":"Kim","year":"2014","journal-title":"Ser. Long Term Ecol. Res."},{"key":"ref_62","doi-asserted-by":"crossref","first-page":"59","DOI":"10.13087\/kosert.2013.16.5.059","article-title":"A Study on Changes of Phenology and Characteristics of Spatial Distribution Using MODIS Images","volume":"16","author":"Kim","year":"2013","journal-title":"J. Korea Soc. Environ. Restor. Technol."},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"471","DOI":"10.1016\/S0034-4257(02)00135-9","article-title":"Monitoring vegetation phenology using MODIS","volume":"84","author":"Zhang","year":"2003","journal-title":"Remote Sens. Environ."},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"1417","DOI":"10.1890\/08-2022.1","article-title":"Near-surface remote sensing of spatial and temporal variation in canopy phenology","volume":"19","author":"Richardson","year":"2009","journal-title":"Ecol. Appl."},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1016\/j.rse.2011.10.006","article-title":"Linking near-surface and satellite remote sensing measurements of deciduous broadleaf forest phenology","volume":"117","author":"Hufkens","year":"2012","journal-title":"Remote Sens. Environ."},{"key":"ref_66","doi-asserted-by":"crossref","first-page":"4305","DOI":"10.5194\/bg-11-4305-2014","article-title":"Evaluating remote sensing of deciduous forest phenology at multiple spatial scales using PhenoCam imagery","volume":"11","author":"Klosterman","year":"2014","journal-title":"Biogeosciences"},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"381","DOI":"10.1016\/j.rse.2011.10.014","article-title":"Evaluation of Landsat and MODIS data fusion products for analysis of dryland forest phenology","volume":"117","author":"Walker","year":"2012","journal-title":"Remote Sens. Environ."},{"key":"ref_68","doi-asserted-by":"crossref","first-page":"589","DOI":"10.1093\/treephys\/21.9.589","article-title":"An improved heat pulse method to measure low and reverse rates of sap flow in woody plants","volume":"21","author":"Burgess","year":"2001","journal-title":"Tree Physiol."},{"key":"ref_69","doi-asserted-by":"crossref","first-page":"e01228","DOI":"10.1002\/aps3.1228","article-title":"Testing Hopkins\u2019 bioclimatic law with PhenoCam data","volume":"7","author":"Richardson","year":"2019","journal-title":"Appl. Plant Sci."},{"key":"ref_70","unstructured":"Kira, T. (1945). New Climatic Zonation in Eastern Asia as a Basis of Agricultural Geography, Kyoto Imperial University. (In Japanese)."},{"key":"ref_71","doi-asserted-by":"crossref","first-page":"302","DOI":"10.1093\/treephys\/tpu003","article-title":"Physiological minimum temperatures for root growth in seven common European broad-leaved tree species","volume":"34","author":"Schenker","year":"2014","journal-title":"Tree Physiol."},{"key":"ref_72","doi-asserted-by":"crossref","first-page":"753","DOI":"10.1890\/1051-0761(1997)007[0753:TRBLUC]2.0.CO;2","article-title":"The relationship between land-use change and climate change","volume":"7","author":"Dale","year":"1997","journal-title":"Ecol. Appl."},{"key":"ref_73","doi-asserted-by":"crossref","first-page":"1625","DOI":"10.1126\/science.1120529","article-title":"Land use and climate change","volume":"310","author":"Pielke","year":"2005","journal-title":"Science"},{"key":"ref_74","unstructured":"Olsson, L., Barbosa, H., Bhadwal, S., Cowie, A., Delusca, K., Flores-Renteria, D., Hermans, K., Jobbagy, E., Kurz, W., and Li, D. (2019). Land Degradation. Climate Change and Land: An IPCC Special Report on Climate Change, Desertification, Land Degradation, Sustainable Land Management, Food Security, and Greenhouse Gas Fluxes in Terrestrial Ecosystems, IPCC."},{"key":"ref_75","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1023\/B:CLIM.0000043136.58100.ce","article-title":"Urbanization effect on the observed change in mean monthly temperatures between 1951\u20131980 and 1971\u20132000 in Korea","volume":"66","author":"Chung","year":"2004","journal-title":"Clim. Chang."},{"key":"ref_76","doi-asserted-by":"crossref","first-page":"1333","DOI":"10.1175\/2007JCLI1348.1","article-title":"Urbanization effects on observed surface air temperature trends in North China","volume":"21","author":"Ren","year":"2008","journal-title":"J. Clim."},{"key":"ref_77","doi-asserted-by":"crossref","first-page":"D16122","DOI":"10.1029\/2008JD009916","article-title":"Urbanization effects in large-scale temperature records, with an emphasis on China","volume":"113","author":"Jones","year":"2008","journal-title":"J. Geophys. Res. Atmos."},{"key":"ref_78","doi-asserted-by":"crossref","first-page":"272","DOI":"10.1016\/j.rse.2016.02.010","article-title":"Remotely sensed assessment of urbanization effects on vegetation phenology in China\u2019s 32 major cities","volume":"176","author":"Zhou","year":"2016","journal-title":"Remote Sens. Environ."},{"key":"ref_79","doi-asserted-by":"crossref","first-page":"108153","DOI":"10.1016\/j.agrformet.2020.108153","article-title":"Investigating the urban-induced microclimate effects on winter wheat spring phenology using Sentinel-2 time series","volume":"294","author":"Tian","year":"2020","journal-title":"Agric. For. Meteorol."},{"key":"ref_80","doi-asserted-by":"crossref","first-page":"054020","DOI":"10.1088\/1748-9326\/11\/5\/054020","article-title":"Interactions between urban vegetation and surface urban heat islands: A case study in the Boston metropolitan region","volume":"11","author":"Melaas","year":"2016","journal-title":"Environ. Res. Lett."},{"key":"ref_81","doi-asserted-by":"crossref","unstructured":"Lee, C.S., Cho, Y.C., and Lee, A.N. (2008). Restoration planning for the Seoul metropolitan area, Korea. Ecology, Planning, and Management of Urban Forests, Springer.","DOI":"10.1007\/978-0-387-71425-7_25"},{"key":"ref_82","unstructured":"Lee, C.S., Jung, S., Lim, B.S., Kim, A.R., Lim, C.H., and Lee, H. (2019). Forest Decline Under Progress in the Urban Forest of Seoul, Central Korea. Forest Degradation Around the World, IntechOpen."},{"key":"ref_83","doi-asserted-by":"crossref","first-page":"1779","DOI":"10.1111\/gcb.13209","article-title":"Phenological change in a spring ephemeral: Implications for pollination and plant reproduction","volume":"22","author":"Gezon","year":"2016","journal-title":"Glob. Chang. Biol."},{"key":"ref_84","doi-asserted-by":"crossref","first-page":"1943","DOI":"10.1016\/j.biocon.2009.03.016","article-title":"The impact of climate change on cherry trees and other species in Japan","volume":"142","author":"Primack","year":"2009","journal-title":"Biol. Conserv."},{"key":"ref_85","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1007\/s11252-006-9354-2","article-title":"Effects of urbanization on plant flowering phenology: A review","volume":"9","author":"Neil","year":"2006","journal-title":"Urban Ecosyst."},{"key":"ref_86","first-page":"1","article-title":"Deduction of a meteorological phenology indicator from reconstructed MODIS LST imagery","volume":"2019","author":"Lim","year":"2019","journal-title":"J. For. Res."},{"key":"ref_87","doi-asserted-by":"crossref","unstructured":"Leal Filho, W. (2015). Urbanization and Climate Change. Handbook of Climate Change Adaptation, Springer.","DOI":"10.1007\/978-3-642-38670-1"},{"key":"ref_88","doi-asserted-by":"crossref","unstructured":"Wang, W., Wu, T., Li, Y., Xie, S., Han, B., Zheng, H., and Ouyang, Z. (2020). Urbanization Impacts on Natural Habitat and Ecosystem Services in the Guangdong-Hong Kong-Macao Megacity. Sustainability, 12.","DOI":"10.3390\/su12166675"},{"key":"ref_89","doi-asserted-by":"crossref","first-page":"379","DOI":"10.5194\/hess-17-379-2013","article-title":"Urbanization and climate change impacts on future urban flooding in Can Tho city, Vietnam","volume":"17","author":"Huong","year":"2013","journal-title":"Hydrol. Earth Syst. Sci."},{"key":"ref_90","doi-asserted-by":"crossref","first-page":"391","DOI":"10.4168\/aair.2016.8.5.391","article-title":"Climate change and air pollution: Effects on respiratory allergy","volume":"8","author":"Pawankar","year":"2016","journal-title":"Allergy Asthma Immunol. Res."},{"key":"ref_91","doi-asserted-by":"crossref","first-page":"345","DOI":"10.1016\/j.ejrh.2017.06.006","article-title":"The impacts of urbanisation and climate change on urban flooding and urban water quality: A review of the evidence concerning the United Kingdom","volume":"12","author":"Miller","year":"2017","journal-title":"J. Hydrol. Reg. Stud."},{"key":"ref_92","doi-asserted-by":"crossref","first-page":"493","DOI":"10.1016\/j.landusepol.2017.02.006","article-title":"Effects of land urbanization and land finance on carbon emissions: A panel data analysis for Chinese provinces","volume":"63","author":"Zhang","year":"2017","journal-title":"Land Use Policy"},{"key":"ref_93","unstructured":"UNEP (2009). Guidelines for Social Life Cycle Assessment of Products, United Nations Environment Program."},{"key":"ref_94","doi-asserted-by":"crossref","unstructured":"Schwartz, M.D. (2003). Phenology of Vegetation Photosynthesis. Phenology: An Integrative Environmental Science, Springer.","DOI":"10.1007\/978-94-007-0632-3"},{"key":"ref_95","doi-asserted-by":"crossref","first-page":"1162","DOI":"10.1080\/01431161.2013.875636","article-title":"Can EVI-derived land-surface phenology be used as a surrogate for phenology of canopy photosynthesis?","volume":"35","author":"Shen","year":"2014","journal-title":"Int. J. Remote Sens."},{"key":"ref_96","unstructured":"St\u0159elcov\u00e1, K., Priwitzer, T., and Min\u010f\u00e1\u0161, J. (2006). Fenologick\u00e9 F\u00e1zy a Transpir\u00e1cia Buka Lesn\u00e9ho v Horskom Zmie\u0161anom Lese, Fenologick\u00e1 Odezva Prom\u011bnlivosti Podneb\u00ed."},{"key":"ref_97","unstructured":"Hardy, J.T. (2003). Climate Change: Causes, Effects, and Solutions, John Wiley & Sons."},{"key":"ref_98","unstructured":"Ritchie, H., and Roser, M. Fossil fuels. Our World in Data, Available online: https:\/\/ourworldindata.org\/fossil-fuels?utm_content=link5."},{"key":"ref_99","unstructured":"Primack, R.B. (2008). A Primer of Conservation Biology, Sinauer Associates, Inc.. [4th ed.]."},{"key":"ref_100","unstructured":"Core Writing Team, Pachauri, R.K., and Meyer, L.A. (2014). Climate Change 2014: Synthesis Report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, IPCC."},{"key":"ref_101","doi-asserted-by":"crossref","first-page":"1801","DOI":"10.1002\/joc.1555","article-title":"Urban and rural temperature trends in proximity to large US cities: 1951\u20132000","volume":"27","author":"Stone","year":"2007","journal-title":"Int. J. Climatol."},{"key":"ref_102","doi-asserted-by":"crossref","first-page":"162","DOI":"10.1002\/joc.2142","article-title":"Urban warming in Japanese cities and its relation to climate change monitoring","volume":"31","author":"Fujibe","year":"2011","journal-title":"Int. J. Climatol."},{"key":"ref_103","doi-asserted-by":"crossref","first-page":"1234","DOI":"10.1080\/01431161.2012.720043","article-title":"Cloud and cloud shadow effects on the MODIS vegetation index composites of the Korean Peninsula","volume":"34","author":"Park","year":"2013","journal-title":"Int. J. Remote Sens."},{"key":"ref_104","unstructured":"Barbour, M.G. (1999). Terrestrial Plant Ecology, The Benjamin\/Cummings."},{"key":"ref_105","unstructured":"The World Bank (2008). Biodiversity, Climate Change and Adaptation: Nature-Based Solutions from the World Bank Portfolio, The World Bank."},{"key":"ref_106","unstructured":"Olander, L.P., Boyd, W., Lawlor, K., Madeira, E.M., and Niles, J.O. (2009). International Forest Carbon and the Climate Change Challenge: Issues and Options, Nicholas Institute for Environmental Policy Solution."},{"key":"ref_107","unstructured":"UNEP (2010). The Role of Ecosystems in Developing a Sustainable Green Economy, United Nations Environment Program."},{"key":"ref_108","unstructured":"Lee, C.S. (2014). Climate change adaptation realizing through the ecological restoration. Climate Change and Ecology: Series of Long Term Ecological Research 7, NIE."},{"key":"ref_109","doi-asserted-by":"crossref","first-page":"386","DOI":"10.1016\/j.landurbplan.2006.09.005","article-title":"A preliminary study on the local cool-island intensity of Taipei city parks","volume":"80","author":"Chang","year":"2007","journal-title":"Landsc. Urban Plan."},{"key":"ref_110","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1016\/j.resconrec.2011.06.004","article-title":"How to make a city climate-proof, addressing the urban heat island effect","volume":"64","author":"Kleerekoper","year":"2012","journal-title":"Resour. Conserv. Recycl."},{"key":"ref_111","unstructured":"Doick, K.J., and Hutchings, T. (2013). Air Temperature Regulation by Urban Trees and Green Infrastructure."},{"key":"ref_112","unstructured":"Rahn, J.J. (1979). Making the Weather Work for You: A Practical Guide for Gardener and Farmer, Garden Way Publishing."},{"key":"ref_113","unstructured":"MEA (Millennium Ecosystem Assessment) (2018, February 28). Millennium Ecosystem Assessment Synthesis Report. Available online: http:\/\/pdf.wri.org\/mea_synthesis.pdf."},{"key":"ref_114","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.buildenv.2008.01.007","article-title":"The influence of wind flows on thermal comfort in the Daechung of a traditional Korean house","volume":"44","author":"Ryu","year":"2009","journal-title":"Build. Environ."},{"key":"ref_115","unstructured":"Bajracharya, B., Childs, I., and Hastings, P. (2011, January 16\u201319). Climate change adaptation through land use planning and disaster management: Local government perspectives from Queensland. Proceedings of the 17th Pacific Rim Real Estate Society Conference, Gold Coast, Australia."},{"key":"ref_116","first-page":"85","article-title":"Effects of vegetated and synthetic (impervious) surfaces on the microclimate of urban area","volume":"16","author":"Obiakor","year":"2012","journal-title":"J. Appl. Sci. Environ. Manag."},{"key":"ref_117","doi-asserted-by":"crossref","first-page":"868","DOI":"10.3390\/f4040868","article-title":"Estimation of the relationship between Urban Park characteristics and Park cool island intensity by remote sensing data and Field measurement","volume":"4","author":"Ren","year":"2013","journal-title":"Forests"},{"key":"ref_118","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1007\/s00704-013-0890-4","article-title":"Counteracting urban climate change: Adaptation measures and their effect on thermal comfort","volume":"115","author":"Kuttler","year":"2014","journal-title":"Theor. Appl. Climatol."},{"key":"ref_119","unstructured":"Collins, N., Smith, G., and Allen, J.B. (2005). A Guide for Incorporating Adaptation to Climate Change into Land-Use Planning, MCIP CEF Consultants. version 1."},{"key":"ref_120","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1002\/joc.859","article-title":"Two decades of urban climate research, A review of turbulence, exchanges of energy and water, and the urban heat island","volume":"23","author":"Arnfield","year":"2003","journal-title":"Int. J. Climatol."},{"key":"ref_121","doi-asserted-by":"crossref","first-page":"238","DOI":"10.1016\/j.habitatint.2008.10.005","article-title":"Urban form and climate change: Balancing adaptation and mitigation in the U.S. and Australia","volume":"33","author":"Hamin","year":"2009","journal-title":"Habitat Int."},{"key":"ref_122","unstructured":"EU Ad Hoc Expert Working Group on Biodiversity and Climate Change (2009). Towards a Strategy on Climate Change. Ecosystem Services and Biodiversity, European Commission. Available online: http:\/\/ec.europa.eu\/environment\/nature\/pdf\/discussion_paper_climate_change.pdf."},{"key":"ref_123","unstructured":"European Commission (2013). Science for Environment Policy Thematic Issue: Ecosystem-Based Adaptation, European Commission. Available online: http:\/\/ec.europa.eu\/environment\/integration\/research\/newsalert\/pdf\/37si_en.Pdf."}],"container-title":["Remote Sensing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2072-4292\/13\/10\/1890\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T05:59:39Z","timestamp":1760162379000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2072-4292\/13\/10\/1890"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,5,12]]},"references-count":123,"journal-issue":{"issue":"10","published-online":{"date-parts":[[2021,5]]}},"alternative-id":["rs13101890"],"URL":"https:\/\/doi.org\/10.3390\/rs13101890","relation":{},"ISSN":["2072-4292"],"issn-type":[{"type":"electronic","value":"2072-4292"}],"subject":[],"published":{"date-parts":[[2021,5,12]]}}}