Bulletin of Botanical Research ›› 2026, Vol. 46 ›› Issue (3): 570-578.doi: 10.7525/j.issn.1673-5102.2026.03.016
• Original Paper • Previous Articles
Received:2026-01-21
Online:2026-05-20
Published:2026-06-01
Contact:
Binhui LIU
E-mail:lbinhui@yahoo.com
CLC Number:
Haoxiang GUO, Binhui LIU. Relationship between Radial Growth of Pinus koraiensis and Larix gmelinii and NDVI and Environmental Factors[J]. Bulletin of Botanical Research, 2026, 46(3): 570-578.
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URL: https://bbr.nefu.edu.cn/EN/10.7525/j.issn.1673-5102.2026.03.016
Fig.4
Heat map of Mantel test correlation between SRG,NDVI and climate factors for Pinus koraiensis in 2023 and 2024SM. Soil moisture; ST. Soil temperature; ECmean. Soil electrical conductivity; Tmean. Mean air temperature; RHmean. Mean relative humidity; DP. Dew point temperature; VPD. Saturated water vapor pressure difference; Tmax. Maximum air temperature; RHmax. Maximum relative humidity; Tmin. Minimum air temperature; RHmin. Minimum relative humidity. Mantel’s P represented the significance level of the Mantel test; edge color indicated significance (orange, P<0.01; green, 0.01≤P<0.05; gray, P≥0.05). Mantel’s r represented the Mantel correlation coefficient; edge width indicated the strength of correlation (thin, r<0.2; medium, 0.2≤r< 0.4; thick, r≥0.4). Spearman’s r represented the Spearman correlation coefficient between pairwise environmental variables in the matrix; red indicated positive correlations and blue indicated negative correlations, with color intensity reflecting the strength of the correlation. *. P<0.05; **. P<0.01; ***. P<0.001.
Fig.5
Heat map of Mantel test correlation between SRG,NDVI and climate factors for Larix gmelinii in 2023 and 2024Mantel’s P represented the significance level of the Mantel test; edge color indicated significance (orange, P<0.01; green, 0.01≤P<0.05; gray, P≥0.05). Mantel’s r represented the Mantel correlation coefficient; edge width indicated the strength of correlation (thin, r<0.2; medium, 0.2≤r< 0.4; thick, r≥0.4). Spearman’s r represented the Spearman correlation coefficient between pairwise environmental variables in the matrix; red indicated positive correlations and blue indicated negative correlations, with color intensity reflecting the strength of the correlation. *. P<0.05; **. P<0.01; ***. P<0.001.
| [1] | BONAN G B.Forests and climate change:forcings,feedbacks,and the climate benefits of forests[J].Science,2008,320(5882):1444-1449. |
| [2] | GREEN J K, KEENAN T F.The limits of forest carbon sequestration[J].Science,2022,376(6594):692-693. |
| [3] | DE MIL T, HUBAU W, ANGOBOY ILONDEA B,et al.Asynchronous leaf and cambial phenology in a tree species of the Congo Basin requires space-time conversion of wood traits[J].Annals of Botany,2019,124(2):245-253. |
| [4] | ZHANG T W, SONG J H, FAN Y T,et al.Vegetation index research on the basis of tree-ring data:current status and prospects[J].Forests,2023,14(10):2016. |
| [5] | CHENG C H, LEE P C, LEE H R,et al.Using homemade stainless steel dendrometer band for long term tree growth measurements[J].Botanical Studies,2023,64(1):22. |
| [6] | DREW D M, DOWNES G M.The use of precision dendrometers in research on daily stem size and wood property variation:a review[J].Dendrochronologia,2009,27(2):159-172. |
| [7] | WANG S H, ZHANG L F, HUANG C P,et al.An NDVI-based vegetation phenology is improved to be more consistent with photosynthesis dynamics through applying a light use efficiency model over boreal high-latitude forests[J].Remote Sensing,2017,9(7):695. |
| [8] | FAWCETT D, BENNIE J, ANDERSON K.Monitoring spring phenology of individual tree crowns using drone-acquired NDVI data[J].Remote Sensing in Ecology and Conservation,2021,7(2):227-244. |
| [9] | XU P P, FANG W, ZHOU T,et al.Spatial upscaling of tree-ring-based forest response to drought with satellite data[J].Remote Sensing,2019,11(20):2344. |
| [10] | BUNN A G, HUGHES M K, KIRDYANOV A V,et al.Comparing forest measurements from tree rings and a space-based index of vegetation activity in Siberia[J].Environmental Research Letters,2013,8(3):035034. |
| [11] | ANDREU-HAYLES L, D’ARRIGO R, ANCHUKAITIS K J,et al.Varying boreal forest response to Arctic environmental change at the Firth River,Alaska[J].Environmental Research Letters,2011,6(4):045503. |
| [12] | BREHAUT L, DANBY R K.Inconsistent relationships between annual tree ring-widths and satellite-measured NDVI in a mountainous subarctic environment[J].Ecological Indicators,2018,91:698-711. |
| [13] | D’ANDREA G, ŠIMŮNEK V, CASTELLANETA M,et al.Mismatch between annual tree-ring width growth and NDVI index in Norway spruce stands of Central Europe[J].Forests,2022,13(9):1417. |
| [14] | BECK P S A, ANDREU-HAYLES L, D’ARRIGO R,et al.A large-scale coherent signal of canopy status in maximum latewood density of tree rings at Arctic treeline in North America[J].Global and Planetary Change,2013,100:109-118. |
| [15] | VICENTE-SERRANO S M, CAMARERO J J, OLANO J M,et al.Diverse relationships between forest growth and the normalized difference vegetation index at a global scale[J].Remote Sensing of Environment,2016,187:14-29. |
| [16] | VICENTE-SERRANO S M, MARTÍN-HERNÁNDEZ N, CAMARERO J J,et al.Linking tree-ring growth and satellite-derived gross primary growth in multiple forest biomes.Temporal-scale matters[J].Ecological Indicators,2020,108:105753. |
| [17] | PENG D L, ZHANG B, LIU L Y,et al.Characteristics and drivers of global NDVI-based FPAR from 1982 to 2006[J].Global Biogeochemical Cycles,2012,26(3):2011GB004060. |
| [18] | VICENTE-SERRANO S M, GOUVEIA C, CAMARERO J J,et al.Response of vegetation to drought time-scales across global land biomes[J].Proceedings of the National Academy of Sciences of the United States of America,2013,110(1):52-57. |
| [19] | BHUYAN U, ZANG C, VICENTE-SERRANO S M,et al.Exploring relationships among tree-ring growth,climate variability,and seasonal leaf activity on varying timescales and spatial resolutions[J].Remote Sensing,2017,9(6):526. |
| [20] | CORREA-DÍAZ A, GÓMEZ-GUERRERO A, VARGAS-HERNÁNDEZ J J,et al.Long-term wood micro-density variation in Alpine forests at central México and their spatial links with remotely sensed information[J].Forests,2020,11(4):452. |
| [21] | NEZVAL O, KREJZA J, BELLAN M,et al.Asynchrony and time-lag between primary and secondary growth of Norway spruce growing in different elevations[J].Forests,2021,12(5):627. |
| [22] | GRIEBEL A, BENNETT L T, ARNDT S K.Evergreen and ever growing: stem and canopy growth dynamics of a temperate eucalypt forest[J].Forest Ecology and Management,2017,389:417-426. |
| [23] | ZHAO K, YUE Y J, QIN F C,et al.Carbon storage and carbon pool characteristics of Larix gmelinii forest in Daxing’anling,Inner Mongolia,China[J].Frontiers in Forests and Global Change,2024,7:1419023. |
| [24] | CHEN X, XIAO K T, DENG R X,et al.Projecting the future redistribution of Pinus koraiensis (Pinaceae:Pinoideae:Pinus) in China using machine learning[J].Frontiers in Forests and Global Change,2024,7:1326319. |
| [25] | CUI P,XV D, TANG J N,et al.Assessing the effects of urban green spaces metrics and spatial structure on LST and carbon sinks in Harbin,a cold region city in China[J].Sustainable Cities and Society,2024,113:105659. |
| [26] | DOWNES G, BEADLE C, WORLEDGE D.Daily stem growth patterns in irrigated Eucalyptus globulus and E.nitens in relation to climate[J].Trees,1999,14(2):102-111. |
| [27] | ZWEIFEL R, HAENI M, BUCHMANN N,et al.Are trees able to grow in periods of stem shrinkage?[J].New Phytologist,2016,211(3):839-849. |
| [28] | URRUTIA-JALABERT R, ROSSI S, DESLAURIERS A,et al.Environmental correlates of stem radius change in the endangered Fitzroya cupressoides forests of southern Chile[J].Agricultural and Forest Meteorology,2015,200:209-221. |
| [29] | MA J, GUO J B, WANG Y H,et al.Variations in stem radii of Larix principis-rupprechtii to environmental factors at two slope locations in the Liupan Mountains,northwest China[J].Journal of Forestry Research,2021,32(2):513-527. |
| [30] | LIU X S, NIE Y Q, WEN F.Seasonal dynamics of stem radial increment of Pinus taiwanensis Hayata and its response to environmental factors in the Lushan Mountains,southeastern China[J].Forests,2018,9(7):387. |
| [31] | YANG W, ZHANG S W.Monitoring vegetation phenology using MODIS time-series data[C]//2012 2nd International Conference on Remote Sensing,Environment and Transportation Engineering,June 1-3,2012,Nanjing,China.New York:IEEE,2012:1-4. |
| [32] | DOBBERT S, PAPE R, LÖFFLER J.Contrasting growth response of evergreen and deciduous Arctic-Alpine shrub species to climate variability[J].Ecosphere,2021,12(8):e03688. |
| [33] | KAGAWA A, SUGIMOTO A, MAXIMOV T C.Seasonal course of translocation,storage and remobilization of 13C pulse-labeled photoassimilate in naturally growing Larix gmelinii saplings[J].New Phytologist,2006,171(4):793-804. |
| [34] | KROMER B, WACKER L, FRIEDRICH M,et al.Origin and age of carbon in the cellulose of mid-latitude tree rings[J].Radiocarbon,2024,66(6):1898-1913. |
| [35] | ROSSI S, ANFODILLO T, ČUFAR K,et al.Pattern of xylem phenology in conifers of cold ecosystems at the Northern Hemisphere[J].Global Change Biology,2016,22(11):3804-3813. |
| [36] | QIAN N P, XU Z Z, SONG C J,et al.Comparing the intra-annual radial growth of three temperate species as related to leaf phenology[J].European Journal of Forest Research,2024,143(6):1657-1666. |
| [37] | RATHGEBER C B K, CUNY H E, FONTI P.Biological basis of tree-ring formation:a crash course[J].Frontiers in Plant Science,2016,7:734. |
| [38] | LIU N, WU Z T, DU Z Q,et al.Relationship between the radial growth of two dominant coniferous species and GPP in the arid region of northwest China[J].Forests,2023,14(7):1336. |
| [39] | ROSSI S, RATHGEBER C B K, DESLAURIERS A.Comparing needle and shoot phenology with xylem development on three conifer species in Italy[J].Annals of Forest Science,2009,66(2):206. |
| [40] | GALLARDO V B, HADAD M A, ROIG F A,et al.Spatio-temporal linkage variations between NDVI and tree rings on the leeward side of the northern Patagonian Andes[J].Forest Ecology and Management,2024,553:121593. |
| [41] | LANG W G, QIAN S W, CHEN X Q.Daylength predominates the bud growth initiation of winter deciduous forest trees in the monsoon region of China[J].Frontiers in Plant Science,2024,14:1327509. |
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