{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,3]],"date-time":"2026-01-03T06:50:06Z","timestamp":1767423006936,"version":"build-2065373602"},"reference-count":93,"publisher":"MDPI AG","issue":"14","license":[{"start":{"date-parts":[[2023,7,16]],"date-time":"2023-07-16T00:00:00Z","timestamp":1689465600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"National\u00a0Nonprofit\u00a0Institute\u00a0Research\u00a0Grant\u00a0of\u00a0the\u00a0Chinese\u00a0Academy\u00a0of\u00a0Forestry","award":["CAFYBB2020QD002\u20132"],"award-info":[{"award-number":["CAFYBB2020QD002\u20132"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>With the development of spectrum observation technology, solar-induced chlorophyll fluorescence (SIF)\u2014an effective substitute for photosynthesis\u2014has been widely used to monitor crop stress, vegetation phenology and ecosystem productivity. The relationship between fluorescence and photosynthesis is complicated because they are sensitive to environmental changes. Understanding the response of SIF to environmental factors is of great significance for clarifying the variation dynamic and relationship between SIF and photosynthesis under different conditions. In this study, the canopy SIF and the environmental factors of a Quercus variabilis BI. plantation were observed simultaneously, and the response of SIF to environmental factors at a daily scale and at a half-hour scale was analyzed. The results showed that SIF had obvious seasonal and diurnal dynamics and was mainly driven by photosynthetically active radiation (PAR). The influence of PAR, air temperature (Ta), vapor pressure deficit (VPD), soil moisture (SM) and wind speed (Ws) on SIF varied with the lapse of the growing season. After eliminating the covariant effect of PAR on the Ta and VPD during the whole growing season, the relationship between VPD and SIF was found to be negative, and the effect of Ta on SIF disappeared. This study enriched the ground observation dataset and provided support for understanding the variations in the relationship between SIF and photosynthesis under different conditions.<\/jats:p>","DOI":"10.3390\/rs15143568","type":"journal-article","created":{"date-parts":[[2023,7,17]],"date-time":"2023-07-17T00:56:47Z","timestamp":1689555407000},"page":"3568","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Temporal Variation in Tower-Based Solar-Induced Chlorophyll Fluorescence and Its Environmental Response in a Chinese Cork Oak Plantation"],"prefix":"10.3390","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1570-0555","authenticated-orcid":false,"given":"Meijun","family":"Hu","sequence":"first","affiliation":[{"name":"Key Laboratory of Tree Breeding and Cultivation, National Forestry and Grassland Administration, Research Institute of Forestry, Chinese Academy of Forestry, Beijing 100091, China"},{"name":"Collaborative Innovation Center of Sustainable Forestry in Southern China, Nanjing Forest University, Nanjing 210037, China"},{"name":"Henan Xiaolangdi Earth Critical Zone National Research Station on the Middle Yellow River, Jiyuan 454650, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiangfen","family":"Cheng","sequence":"additional","affiliation":[{"name":"Key Laboratory of Tree Breeding and Cultivation, National Forestry and Grassland Administration, Research Institute of Forestry, Chinese Academy of Forestry, Beijing 100091, China"},{"name":"Collaborative Innovation Center of Sustainable Forestry in Southern China, Nanjing Forest University, Nanjing 210037, China"},{"name":"Henan Xiaolangdi Earth Critical Zone National Research Station on the Middle Yellow River, Jiyuan 454650, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jinsong","family":"Zhang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Tree Breeding and Cultivation, National Forestry and Grassland Administration, Research Institute of Forestry, Chinese Academy of Forestry, Beijing 100091, China"},{"name":"Collaborative Innovation Center of Sustainable Forestry in Southern China, Nanjing Forest University, Nanjing 210037, China"},{"name":"Henan Xiaolangdi Earth Critical Zone National Research Station on the Middle Yellow River, Jiyuan 454650, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hui","family":"Huang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Tree Breeding and Cultivation, National Forestry and Grassland Administration, Research Institute of Forestry, Chinese Academy of Forestry, Beijing 100091, China"},{"name":"Collaborative Innovation Center of Sustainable Forestry in Southern China, Nanjing Forest University, Nanjing 210037, China"},{"name":"Henan Xiaolangdi Earth Critical Zone National Research Station on the Middle Yellow River, Jiyuan 454650, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu","family":"Zhou","sequence":"additional","affiliation":[{"name":"Key Laboratory of Tree Breeding and Cultivation, National Forestry and Grassland Administration, Research Institute of Forestry, Chinese Academy of Forestry, Beijing 100091, China"},{"name":"Collaborative Innovation Center of Sustainable Forestry in Southern China, Nanjing Forest University, Nanjing 210037, China"},{"name":"Henan Xiaolangdi Earth Critical Zone National Research Station on the Middle Yellow River, Jiyuan 454650, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xin","family":"Wang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Tree Breeding and Cultivation, National Forestry and Grassland Administration, Research Institute of Forestry, Chinese Academy of Forestry, Beijing 100091, China"},{"name":"Collaborative Innovation Center of Sustainable Forestry in Southern China, Nanjing Forest University, Nanjing 210037, China"},{"name":"Henan Xiaolangdi Earth Critical Zone National Research Station on the Middle Yellow River, Jiyuan 454650, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qingmei","family":"Pan","sequence":"additional","affiliation":[{"name":"Key Laboratory of Tree Breeding and Cultivation, National Forestry and Grassland Administration, Research Institute of Forestry, Chinese Academy of Forestry, Beijing 100091, China"},{"name":"Collaborative Innovation Center of Sustainable Forestry in Southern China, Nanjing Forest University, Nanjing 210037, China"},{"name":"Henan Xiaolangdi Earth Critical Zone National Research Station on the Middle Yellow River, Jiyuan 454650, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chongfan","family":"Guan","sequence":"additional","affiliation":[{"name":"Key Laboratory of Tree Breeding and Cultivation, National Forestry and Grassland Administration, Research Institute of Forestry, Chinese Academy of Forestry, Beijing 100091, China"},{"name":"Collaborative Innovation Center of Sustainable Forestry in Southern China, Nanjing Forest University, Nanjing 210037, China"},{"name":"Henan Xiaolangdi Earth Critical Zone National Research Station on the Middle Yellow River, Jiyuan 454650, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2023,7,16]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"713","DOI":"10.1007\/s00382-018-4215-2","article-title":"Regional drought shifts (1710\u20132010) in East Central Asia and linkages with atmospheric circulation recorded in tree-ring \u03b418O","volume":"52","author":"Xu","year":"2019","journal-title":"Clim. Dyn."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"667","DOI":"10.1016\/j.foreco.2018.11.046","article-title":"Assessing the stability of radial growth responses to climate change by two dominant conifer trees species in the Tianshan Mountains, northwest China","volume":"433","author":"Jiao","year":"2019","journal-title":"For. Ecol. Manag."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"11640","DOI":"10.1073\/pnas.1900278116","article-title":"Mechanistic evidence for tracking the seasonality of photosynthesis with solar-induced fluorescence","volume":"116","author":"Magney","year":"2019","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"9299","DOI":"10.1073\/pnas.1504418112","article-title":"Evaporative cooling over the Tibetan Plateau induced by vegetation growth","volume":"112","author":"Shen","year":"2015","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"3925","DOI":"10.1038\/s41467-022-31671-z","article-title":"Biophysical impacts of northern vegetation changes on seasonal warming patterns","volume":"13","author":"Lian","year":"2022","journal-title":"Nat. Commun."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"170165","DOI":"10.1038\/sdata.2017.165","article-title":"A global moderate resolution dataset of gross primary production of vegetation for 2000\u20132016","volume":"4","author":"Zhang","year":"2017","journal-title":"Sci. Data"},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"212","DOI":"10.1016\/j.agrformet.2011.09.010","article-title":"On the temporal upscaling of evapotranspiration from instantaneous remote sensing measurements to 8-day mean daily-sums","volume":"152","author":"Ryu","year":"2012","journal-title":"Agric. For. Meteorol."},{"key":"ref_8","first-page":"183","article-title":"Estimation of gross primary production in wheat from in situ measurements","volume":"12","author":"Wu","year":"2010","journal-title":"Int. J. Appl. Earth Obs. Geoinf."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"034009","DOI":"10.1088\/1748-9326\/ab65cc","article-title":"Radiance-based NIRv as a proxy for GPP of corn and soybean","volume":"15","author":"Wu","year":"2020","journal-title":"Environ. Res. Lett."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"4065","DOI":"10.1093\/jxb\/eru191","article-title":"Linking chlorophyll a fluorescence to photosynthesis for remote sensing applications: Mechanisms and challenges","volume":"65","author":"Atherton","year":"2014","journal-title":"J. Exp. Bot."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"111177","DOI":"10.1016\/j.rse.2019.04.030","article-title":"Remote sensing of solar-induced chlorophyll fluorescence (SIF) in vegetation: 50 years of progress","volume":"231","author":"Mohammed","year":"2019","journal-title":"Remote Sens. Environ."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"105755","DOI":"10.1016\/j.ecolind.2019.105755","article-title":"Solar-induced chlorophyll fluorescence as an indicator for determining the end date of the vegetation growing season","volume":"109","author":"Wang","year":"2020","journal-title":"Ecol. Indic."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"1594","DOI":"10.1111\/nph.14662","article-title":"Connecting active to passive fluorescence with photosynthesis: A method for evaluating remote sensing measurements of Chl fluorescence","volume":"215","author":"Magney","year":"2017","journal-title":"New Phytol."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"3990","DOI":"10.1111\/gcb.14297","article-title":"Solar-induced chlorophyll fluorescence is strongly correlated with terrestrial photosynthesis for a wide variety of biomes: First global analysis based on OCO-2 and flux tower observations","volume":"24","author":"Li","year":"2018","journal-title":"Glob. Change Biol."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"109440","DOI":"10.1016\/j.agrformet.2023.109440","article-title":"Spatial variations in the response of spring onset of photosynthesis of evergreen vegetation to climate factors across the Tibetan Plateau: The roles of interactions between temperature, precipitation, and solar radiation","volume":"335","author":"Zhang","year":"2023","journal-title":"Agric. For. Meteorol."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"533","DOI":"10.1002\/2016GL070775","article-title":"Multiscale analyses of solar-induced florescence and gross primary production","volume":"44","author":"Wood","year":"2017","journal-title":"Geophys. Res. Lett."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"178","DOI":"10.1016\/j.rse.2016.11.021","article-title":"Application of satellite solar-induced chlorophyll fluorescence to understanding large-scale variations in vegetation phenology and function over northern high latitude forests","volume":"190","author":"Jeong","year":"2017","journal-title":"Remote Sens. Environ."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"111733","DOI":"10.1016\/j.rse.2020.111733","article-title":"Canopy structure explains the relationship between photosynthesis and sun-induced chlorophyll fluorescence in crops","volume":"241","author":"Dechant","year":"2020","journal-title":"Remote Sens. Environ."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"112083","DOI":"10.1016\/j.rse.2020.112083","article-title":"Comparison of total emitted solar-induced chlorophyll fluorescence (SIF) and top-of-canopy (TOC) SIF in estimating photosynthesis","volume":"251","author":"Lu","year":"2020","journal-title":"Remote Sens. Environ."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"3437","DOI":"10.1109\/TGRS.2019.2956194","article-title":"Solar-induced chlorophyll fluorescence measured from an unmanned aircraft system: Sensor etaloning and platform motion correction","volume":"58","author":"Bendig","year":"2019","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"108145","DOI":"10.1016\/j.agrformet.2020.108145","article-title":"An Unmanned Aerial System (UAS) for concurrent measurements of solar-induced chlorophyll fluorescence and hyperspectral reflectance toward improving crop monitoring","volume":"294","author":"Chang","year":"2020","journal-title":"Agric. For. Meteorol."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1016\/j.isprsjprs.2020.01.017","article-title":"Extraction of sub-pixel C3\/C4 emissions of solar-induced chlorophyll fluorescence (SIF) using artificial neural network","volume":"161","author":"Kira","year":"2020","journal-title":"ISPRS J. Photogramm. Remote Sens."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1016\/j.rse.2018.07.002","article-title":"PhotoSpec: A new instrument to measure spatially distributed red and far-red Solar-Induced Chlorophyll Fluorescence","volume":"216","author":"Grossmann","year":"2018","journal-title":"Remote Sens. Environ."},{"key":"ref_24","doi-asserted-by":"crossref","unstructured":"Zhang, Q., Zhang, X., Li, Z., Wu, Y., and Zhang, Y. (2019). Comparison of Bi-hemispherical and hemispherical-conical configurations for in situ measurements of solar-induced chlorophyll fluorescence. Remote Sens., 11.","DOI":"10.3390\/rs11222642"},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1029\/2018JG004742","article-title":"Advancing terrestrial ecosystem science with a novel automated measurement system for sun-induced chlorophyll fluorescence for integration with eddy covariance flux networks","volume":"124","author":"Gu","year":"2019","journal-title":"J. Geophys. Res. Biogeosci."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"112893","DOI":"10.1016\/j.rse.2022.112893","article-title":"Direct estimation of photosynthetic CO2 assimilation from solar-induced chlorophyll fluorescence (SIF)","volume":"271","author":"Liu","year":"2022","journal-title":"Remote Sens. Environ."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"111373","DOI":"10.1016\/j.rse.2019.111373","article-title":"Simulating emission and scattering of solar-induced chlorophyll fluorescence at far-red band in global vegetation with different canopy structures","volume":"233","author":"Qiu","year":"2019","journal-title":"Remote Sens. Environ."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"e2020JG006042","DOI":"10.1029\/2020JG006042","article-title":"ChinaSpec: A Network for Long-Term Ground-Based Measurements of Solar-Induced Fluorescence in China","volume":"126","author":"Zhang","year":"2021","journal-title":"J. Geophys. Res. Biogeosci."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1146\/annurev.arplant.59.032607.092759","article-title":"Chlorophyll fluorescence: A probe of photosynthesis in vivo","volume":"59","author":"Baker","year":"2008","journal-title":"Annu. Rev. Plant Biol."},{"key":"ref_30","doi-asserted-by":"crossref","unstructured":"Guo, M., Li, J., Huang, S., and Wen, L. (2020). Feasibility of using MODIS products to simulate sun-induced chlorophyll fluorescence (SIF) in boreal forests. Remote Sens., 12.","DOI":"10.3390\/rs12040680"},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"e2021JG006588","DOI":"10.1029\/2021JG006588","article-title":"Diurnal and seasonal dynamics of solar-induced chlorophyll fluorescence, vegetation indices, and gross primary productivity in the boreal forest","volume":"127","author":"Pierrat","year":"2022","journal-title":"J. Geophys. Res. Biogeosci."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"109046","DOI":"10.1016\/j.agrformet.2022.109046","article-title":"Attributing differences of solar-induced chlorophyll fluorescence (SIF)-gross primary production (GPP) relationships between two C4 crops: Corn and miscanthus","volume":"323","author":"Wu","year":"2022","journal-title":"Agric. For. Meteorol."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1111\/j.1399-3054.1988.tb09199.x","article-title":"The effects of soil and atmospheric drought on photosynthesis and stomatal control of gas exchange in three coniferous species","volume":"73","author":"Grieu","year":"1988","journal-title":"Physiol. Plant."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1016\/j.envexpbot.2007.05.004","article-title":"Transpiration responses to vapor pressure deficit in well watered \u2018slow-wilting\u2019and commercial soybean","volume":"61","author":"Fletcher","year":"2007","journal-title":"Environ. Exp. Bot."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"137408","DOI":"10.1016\/j.scitotenv.2020.137408","article-title":"Soil water deficit promotes the effect of atmospheric water deficit on solar-induced chlorophyll fluorescence","volume":"720","author":"Liu","year":"2020","journal-title":"Sci. Total Environ."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"998","DOI":"10.1038\/s41477-021-00980-4","article-title":"Chlorophyll a fluorescence illuminates a path connecting plant molecular biology to Earth-system science","volume":"7","author":"Magney","year":"2021","journal-title":"Nat. Plants"},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"111722","DOI":"10.1016\/j.rse.2020.111722","article-title":"Reduction of structural impacts and distinction of photosynthetic pathways in a global estimation of GPP from space-borne solar-induced chlorophyll fluorescence","volume":"240","author":"Zhang","year":"2020","journal-title":"Remote Sens. Environ."},{"key":"ref_38","doi-asserted-by":"crossref","unstructured":"Rossini, M., Meroni, M., Celesti, M., Cogliati, S., Julitta, T., Panigada, C., Rascher, U., Van der Tol, C., and Colombo, R. (2016). Analysis of red and far-red sun-induced chlorophyll fluorescence and their ratio in different canopies based on observed and modeled data. Remote Sens., 8.","DOI":"10.3390\/rs8050412"},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"489","DOI":"10.1007\/BF00402983","article-title":"Photon yield of O2 evolution and chlorophyll fluorescence characteristics at 77 K among vascular plants of diverse origins","volume":"170","author":"Demmig","year":"1987","journal-title":"Planta"},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"2164","DOI":"10.1016\/S2095-3119(13)60346-9","article-title":"Effects of nitrogen application on chlorophyll fluorescence parameters and leaf gas exchange in naked oat","volume":"12","author":"Lin","year":"2013","journal-title":"J. Integr. Agric."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"e1602244","DOI":"10.1126\/sciadv.1602244","article-title":"Canopy near-infrared reflectance and terrestrial photosynthesis","volume":"3","author":"Badgley","year":"2017","journal-title":"Sci. Adv."},{"key":"ref_42","first-page":"103036","article-title":"Land cover and latitude affect vegetation phenology determined from solar induced fluorescence across Ontario, Canada","volume":"114","author":"Rogers","year":"2022","journal-title":"Int. J. Appl. Earth Obs. Geoinf."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"108819","DOI":"10.1016\/j.agrformet.2022.108819","article-title":"NIRv and SIF better estimate phenology than NDVI and EVI: Effects of spring and autumn phenology on ecosystem production of planted forests","volume":"315","author":"Zhang","year":"2022","journal-title":"Agric. For. Meteorol."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"310","DOI":"10.1016\/j.rse.2018.10.018","article-title":"Effect of environmental conditions on sun-induced fluorescence in a mixed forest and a cropland","volume":"219","author":"Damm","year":"2018","journal-title":"Remote Sens. Environ."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"1078","DOI":"10.1111\/nph.14437","article-title":"Plant functional traits and canopy structure control the relationship between photosynthetic CO2 uptake and far-red sun-induced fluorescence in a Mediterranean grassland under different nutrient availability","volume":"214","author":"Migliavacca","year":"2017","journal-title":"New Phytol."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"110996","DOI":"10.1016\/j.rse.2018.11.039","article-title":"Using reflectance to explain vegetation biochemical and structural effects on sun-induced chlorophyll fluorescence","volume":"231","author":"Yang","year":"2019","journal-title":"Remote Sens. Environ."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"112672","DOI":"10.1016\/j.rse.2021.112672","article-title":"Unpacking the drivers of diurnal dynamics of sun-induced chlorophyll fluorescence (SIF): Canopy structure, plant physiology, instrument configuration and retrieval methods","volume":"265","author":"Chang","year":"2021","journal-title":"Remote Sens. Environ."},{"key":"ref_48","first-page":"399","article-title":"Minimizing measurement uncertainties of coniferous needle-leaf optical properties, Part I: Methodological review","volume":"7","author":"Schaepman","year":"2013","journal-title":"IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens."},{"key":"ref_49","doi-asserted-by":"crossref","unstructured":"Middleton, E.M., Cheng, Y.-B., Corp, L.A., Campbell, P.K., Huemmrich, K.F., Zhang, Q., and Kustas, W.P. (2012, January 22\u201327). Canopy Level Chlorophyll Fluorescence and the PRI in a Cornfield. Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, Munich, Germany.","DOI":"10.1109\/IGARSS.2012.6352022"},{"key":"ref_50","doi-asserted-by":"crossref","unstructured":"Guo, M., Li, J., Li, J., Zhong, C., and Zhou, F. (2022). Solar-Induced Chlorophyll Fluorescence Trends and Mechanisms in Different Ecosystems in Northeastern China. Remote Sens., 14.","DOI":"10.3390\/rs14061329"},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"108800","DOI":"10.1016\/j.agrformet.2021.108800","article-title":"Estimating evapotranspiration using remotely sensed solar-induced fluorescence measurements","volume":"314","author":"Zhou","year":"2022","journal-title":"Agric. For. Meteorol."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"29","DOI":"10.5194\/bg-19-29-2022","article-title":"On the impact of canopy model complexity on simulated carbon, water, and solar-induced chlorophyll fluorescence fluxes","volume":"19","author":"Wang","year":"2022","journal-title":"Biogeosciences"},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"111934","DOI":"10.1016\/j.rse.2020.111934","article-title":"Sun\u2013induced fluorescence heterogeneity as a measure of functional diversity","volume":"247","author":"Tagliabue","year":"2020","journal-title":"Remote Sens. Environ."},{"key":"ref_54","unstructured":"Allen, R.G., Pereira, L.S., Raes, D., and Smith, M. (1998). Crop Evapotranspiration-Guidelines for Computing Crop Water Requirements-FAO Irrigation and Drainage Paper 56, FAO."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"7014","DOI":"10.1364\/OE.16.007014","article-title":"Sun-induced leaf fluorescence retrieval in the O2-B atmospheric absorption band","volume":"16","author":"Mazzoni","year":"2008","journal-title":"Opt. Express"},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"5873","DOI":"10.1109\/TGRS.2018.2827394","article-title":"Impact of wavelength shift in relative spectral response at high angles of incidence in landsat-8 operational land imager and future landsat design concepts","volume":"56","author":"Cui","year":"2018","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"ref_57","doi-asserted-by":"crossref","unstructured":"Cui, Z., and Kerekes, J.P. (2018). Potential of red edge spectral bands in future landsat satellites on agroecosystem canopy green leaf area index retrieval. Remote Sens., 10.","DOI":"10.3390\/rs10091458"},{"key":"ref_58","first-page":"309","article-title":"Monitoring vegetation systems in the Great Plains with ERTS","volume":"351","author":"Rouse","year":"1974","journal-title":"NASA Spec. Publ."},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"3468","DOI":"10.1016\/j.rse.2011.08.010","article-title":"Comparison of different vegetation indices for the remote assessment of green leaf area index of crops","volume":"115","author":"Gitelson","year":"2011","journal-title":"Remote Sens. Environ."},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"5403","DOI":"10.1080\/0143116042000274015","article-title":"The MERIS terrestrial chlorophyll index","volume":"25","author":"Dash","year":"2004","journal-title":"Int. J. Remote Sens."},{"key":"ref_61","first-page":"L17403","article-title":"New developments in the remote estimation of the fraction of absorbed photosynthetically active radiation in crops","volume":"32","author":"Gitelson","year":"2005","journal-title":"Geophys. Res. Lett."},{"key":"ref_62","doi-asserted-by":"crossref","first-page":"610","DOI":"10.1002\/2017JG004180","article-title":"Sun-induced chlorophyll fluorescence, photosynthesis, and light use efficiency of a soybean field from seasonally continuous measurements","volume":"123","author":"Miao","year":"2018","journal-title":"J. Geophys. Res. Biogeosci."},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"3508","DOI":"10.1029\/2017GL076354","article-title":"Spatio-temporal convergence of maximum daily light-use efficiency based on radiation absorption by canopy chlorophyll","volume":"45","author":"Zhang","year":"2018","journal-title":"Geophys. Res. Lett."},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"111209","DOI":"10.1016\/j.rse.2019.05.028","article-title":"A practical approach for estimating the escape ratio of near-infrared solar-induced chlorophyll fluorescence","volume":"232","author":"Zeng","year":"2019","journal-title":"Remote Sens. Environ."},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"2221","DOI":"10.1016\/j.renene.2005.02.009","article-title":"Estimation of global radiation using clearness index model for sizing photovoltaic system","volume":"30","author":"Kumar","year":"2005","journal-title":"Renew. Energy"},{"key":"ref_66","doi-asserted-by":"crossref","first-page":"31421","DOI":"10.1029\/1999JD901068","article-title":"Responses of net ecosystem exchanges of carbon dioxide to changes in cloudiness: Results from two North American deciduous forests","volume":"104","author":"Gu","year":"1999","journal-title":"J. Geophys. Res. Atmos."},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"111420","DOI":"10.1016\/j.rse.2019.111420","article-title":"Solar-induced chlorophyll fluorescence and its link to canopy photosynthesis in maize from continuous ground measurements","volume":"236","author":"Li","year":"2020","journal-title":"Remote Sens. Environ."},{"key":"ref_68","doi-asserted-by":"crossref","first-page":"658","DOI":"10.1016\/j.rse.2018.07.008","article-title":"Sun-induced chlorophyll fluorescence is more strongly related to absorbed light than to photosynthesis at half-hourly resolution in a rice paddy","volume":"216","author":"Yang","year":"2018","journal-title":"Remote Sens. Environ."},{"key":"ref_69","doi-asserted-by":"crossref","first-page":"108018","DOI":"10.1016\/j.agrformet.2020.108018","article-title":"Global climatic controls on interannual variability of ecosystem productivity: Similarities and differences inferred from solar-induced chlorophyll fluorescence and enhanced vegetation index","volume":"288","author":"Li","year":"2020","journal-title":"Agric. For. Meteorol."},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"972","DOI":"10.1126\/science.aad5068","article-title":"Leaf development and demography explain photosynthetic seasonality in Amazon evergreen forests","volume":"351","author":"Wu","year":"2016","journal-title":"Science"},{"key":"ref_71","doi-asserted-by":"crossref","unstructured":"Biswal, B., Krupinska, K., and Biswal, U.C. (2013). Plastid Development in Leaves during Growth and Senescence, Springer.","DOI":"10.1007\/978-94-007-5724-0"},{"key":"ref_72","first-page":"143","article-title":"3.10 solar induced chlorophyll fluorescence: Origins, relation to photosynthesis and retrieval","volume":"3","author":"Berry","year":"2018","journal-title":"Compr. Remote Sens."},{"key":"ref_73","doi-asserted-by":"crossref","unstructured":"Goulas, Y., Fournier, A., Daumard, F., Champagne, S., Ounis, A., Marloie, O., and Moya, I. (2017). Gross primary production of a wheat canopy relates stronger to far red than to red solar-induced chlorophyll fluorescence. Remote Sens., 9.","DOI":"10.3390\/rs9010097"},{"key":"ref_74","doi-asserted-by":"crossref","first-page":"551","DOI":"10.1093\/aob\/mcn125","article-title":"Photosynthesis under drought and salt stress: Regulation mechanisms from whole plant to cell","volume":"103","author":"Chaves","year":"2009","journal-title":"Ann. Bot."},{"key":"ref_75","doi-asserted-by":"crossref","first-page":"2005","DOI":"10.1029\/2018JG004883","article-title":"Sustained nonphotochemical quenching shapes the seasonal pattern of solar-induced fluorescence at a high-elevation evergreen forest","volume":"124","author":"Raczka","year":"2019","journal-title":"J. Geophys. Res. Biogeosci."},{"key":"ref_76","doi-asserted-by":"crossref","first-page":"2977","DOI":"10.1002\/2015GL063201","article-title":"Solar-induced chlorophyll fluorescence that correlates with canopy photosynthesis on diurnal and seasonal scales in a temperate deciduous forest","volume":"42","author":"Yang","year":"2015","journal-title":"Geophys. Res. Lett."},{"key":"ref_77","doi-asserted-by":"crossref","first-page":"1208","DOI":"10.1016\/j.scitotenv.2017.12.268","article-title":"Evaluating the utility of solar-induced chlorophyll fluorescence for drought monitoring by comparison with NDVI derived from wheat canopy","volume":"625","author":"Liu","year":"2018","journal-title":"Sci. Total Environ."},{"key":"ref_78","doi-asserted-by":"crossref","first-page":"111676","DOI":"10.1016\/j.rse.2020.111676","article-title":"Fluorescence Correction Vegetation Index (FCVI): A physically based reflectance index to separate physiological and non-physiological information in far-red sun-induced chlorophyll fluorescence","volume":"240","author":"Yang","year":"2020","journal-title":"Remote Sens. Environ."},{"key":"ref_79","doi-asserted-by":"crossref","first-page":"5691","DOI":"10.1002\/2017GL073708","article-title":"Angular normalization of GOME-2 Sun-induced chlorophyll fluorescence observation as a better proxy of vegetation productivity","volume":"44","author":"He","year":"2017","journal-title":"Geophys. Res. Lett."},{"key":"ref_80","doi-asserted-by":"crossref","first-page":"2979","DOI":"10.1111\/gcb.13200","article-title":"Satellite chlorophyll fluorescence measurements reveal large-scale decoupling of photosynthesis and greenness dynamics in boreal evergreen forests","volume":"22","author":"Walther","year":"2016","journal-title":"Glob. Change Biol."},{"key":"ref_81","doi-asserted-by":"crossref","first-page":"109063","DOI":"10.1016\/j.agrformet.2022.109063","article-title":"Physiological dynamics dominate the response of canopy far-red solar-induced fluorescence to herbicide treatment","volume":"323","author":"Wu","year":"2022","journal-title":"Agric. For. Meteorol."},{"key":"ref_82","doi-asserted-by":"crossref","first-page":"e2020GL087474","DOI":"10.1029\/2020GL087474","article-title":"From the ground to space: Using solar-induced chlorophyll fluorescence to estimate crop productivity","volume":"47","author":"He","year":"2020","journal-title":"Geophys. Res. Lett."},{"key":"ref_83","doi-asserted-by":"crossref","first-page":"270","DOI":"10.1016\/j.rse.2015.03.027","article-title":"Continuous and long-term measurements of reflectance and sun-induced chlorophyll fluorescence by using novel automated field spectroscopy systems","volume":"164","author":"Cogliati","year":"2015","journal-title":"Remote Sens. Environ."},{"key":"ref_84","doi-asserted-by":"crossref","first-page":"1632","DOI":"10.1002\/2014GL062943","article-title":"Red and far red Sun-induced chlorophyll fluorescence as a measure of plant photosynthesis","volume":"42","author":"Rossini","year":"2015","journal-title":"Geophys. Res. Lett."},{"key":"ref_85","doi-asserted-by":"crossref","first-page":"3358","DOI":"10.1109\/TGRS.2010.2046420","article-title":"A field platform for continuous measurement of canopy fluorescence","volume":"48","author":"Daumard","year":"2010","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"ref_86","doi-asserted-by":"crossref","first-page":"15491","DOI":"10.1073\/pnas.93.26.15491","article-title":"Integration of circadian and phototransduction pathways in the network controlling CAB gene transcription in Arabidopsis","volume":"93","author":"Millar","year":"1996","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"ref_87","doi-asserted-by":"crossref","first-page":"1558","DOI":"10.1104\/pp.125.4.1558","article-title":"Non-photochemical quenching. A response to excess light energy","volume":"125","author":"Muller","year":"2001","journal-title":"Plant Physiol."},{"key":"ref_88","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s11120-019-00642-9","article-title":"Canopy chlorophyll fluorescence applied to stress detection using an easy-to-build micro-lidar","volume":"142","author":"Moya","year":"2019","journal-title":"Photosynth. Res."},{"key":"ref_89","doi-asserted-by":"crossref","first-page":"271","DOI":"10.1007\/s11120-022-00995-8","article-title":"Active and passive chlorophyll fluorescence measurements at canopy level on potato crops. Evidence of similitude of diurnal cycles of apparent fluorescence yields","volume":"155","author":"Loayza","year":"2023","journal-title":"Photosynth. Res."},{"key":"ref_90","doi-asserted-by":"crossref","first-page":"108865","DOI":"10.1016\/j.agrformet.2022.108865","article-title":"Climate warming outweighed agricultural managements in affecting wheat phenology across China during 1981\u20132018","volume":"316","author":"Tao","year":"2022","journal-title":"Agric. For. Meteorol."},{"key":"ref_91","first-page":"7617","article-title":"Physiological responses of two rice (Oryza sativa L.) genotypes to chilling stress at seedling stage","volume":"10","author":"Aghaee","year":"2011","journal-title":"Afr. J. Biotechnol."},{"key":"ref_92","doi-asserted-by":"crossref","first-page":"630","DOI":"10.1126\/science.1115581","article-title":"Plant circadian clocks increase photosynthesis, growth, survival, and competitive advantage","volume":"309","author":"Dodd","year":"2005","journal-title":"Science"},{"key":"ref_93","doi-asserted-by":"crossref","first-page":"109189","DOI":"10.1016\/j.agrformet.2022.109189","article-title":"The divergence of micrometeorology sensitivity leads to changes in GPP\/SIF between cork oak and poplar","volume":"326","author":"Cheng","year":"2022","journal-title":"Agric. For. Meteorol."}],"container-title":["Remote Sensing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2072-4292\/15\/14\/3568\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T20:12:54Z","timestamp":1760127174000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2072-4292\/15\/14\/3568"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7,16]]},"references-count":93,"journal-issue":{"issue":"14","published-online":{"date-parts":[[2023,7]]}},"alternative-id":["rs15143568"],"URL":"https:\/\/doi.org\/10.3390\/rs15143568","relation":{},"ISSN":["2072-4292"],"issn-type":[{"type":"electronic","value":"2072-4292"}],"subject":[],"published":{"date-parts":[[2023,7,16]]}}}