Exploring the comprehensive link between climatic factors and vegetation productivity in China.

Climatic factors Cumulative effect Drought Gross primary productivity SPEI

Journal

International journal of biometeorology
ISSN: 1432-1254
Titre abrégé: Int J Biometeorol
Pays: United States
ID NLM: 0374716

Informations de publication

Date de publication:
05 Sep 2024
Historique:
received: 12 12 2023
accepted: 23 08 2024
revised: 12 08 2024
medline: 5 9 2024
pubmed: 5 9 2024
entrez: 5 9 2024
Statut: aheadofprint

Résumé

Understanding the influence of climatic factors on vegetation dynamics and cumulative effects is critical for global sustainable development. However, the response of vegetation to climate and the underlying mechanisms in different climatic zones remains unclear. In this study, we analyzed the response of vegetation gross primary productivity (GPP) to climatic factors and the cumulative effects across various vegetation types and climatic zones, utilizing data on precipitation (P

Identifiants

pubmed: 39235598
doi: 10.1007/s00484-024-02770-x
pii: 10.1007/s00484-024-02770-x
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : National Key Research and Development Program of China
ID : 2023YFC3206804
Organisme : Xinjiang Production and Construction Corps
ID : 2022BC001
Organisme : National Natural Science Foundation of China (NSFC)
ID : No.51779074
Organisme : Jiangsu Water Conservancy Science and Technology Project
ID : 2019031

Informations de copyright

© 2024. The Author(s) under exclusive licence to International Society of Biometeorology.

Références

Aghelpour P, Guan Y, Bahrami-Pichaghchi H, Mohammadi B, Kisi O, Zhang D (2020) Using the MODIS sensor for snow cover modeling and the assessment of drought effects on snow cover in a mountainous area. Remote Sens 12:3437
Anderegg WRL, Schwalm C, Biondi F, Camarero JJ, Koch G, Litvak M, Ogle K, Shaw JD, Shevliakova E, Williams AP, Wolf A, Ziaco E, Pacala S (2015) Pervasive drought legacies in forest ecosystems and their implications for carbon cycle models. Science 349:528–532
Anderegg WRL, Konings AG, Trugman AT, Yu K, Bowling DR, Gabbitas R, Karp DS, Pacala S, Sperry JS, Sulman BN, Zenes N (2018) Hydraulic diversity of forests regulates ecosystem resilience during drought. Nature 561:538
Boese S, Jung M, Carvalhais N, Teuling AJ, Reichstein M (2019) Carbon-water flux coupling under progressive drought. Biogeosciences 16:2557–2572
Bose AK, Scherrer D, Camarero JJ, Ziche D, Babst F, Bigler C, Bolte A, Dorado-Liñán I, Etzold S, Fonti P, Forrester DI, Gavinet J, Gazol A, de Andrés EG, Karger DN, Lebourgeois F, Lévesque M, Martínez-Sancho E, Menzel A, Neuwirth B, Nicolas M, Sanders TGM, Scharnweber T, Schröder J, Zweifel R, Gessler A, Rigling A (2021) Climate sensitivity and drought seasonality determine post-drought growth recovery of Quercus petraea and Quercus robur in Europe. Sci Total Environ 784:147222
doi: 10.1016/j.scitotenv.2021.147222
Chang Q, Ficklin DL, Jiao W, Denham SO, Wood JD, Brunsell NA, Matamala R, Cook DR, Wang L, Novick KA (2023) Earlier ecological Drought detection by involving the Interaction of phenology and eco-physiological function. Earths Future, p 11
Chen Z, Wang W, Woods RA, Shao Q (2021) Hydrological effects of change in vegetation components across global catchments. J Hydrol, 595
Chen Z, Wang W, Forzieri G, Cescatti A (2024) Transition from positive to negative indirect CO
Cheng Y, Liu L, Cheng L, Fa K, Liu X, Huo Z, Huang G (2022) A shift in the dominant role of atmospheric vapor pressure deficit and soil moisture on vegetation greening in China. J Hydrol, 615
Ding Y, Li Z, Peng S (2020) Global analysis of time-lag and -accumulation effects of climate on vegetation growth. Int J Appl Earth Obs Geoinf, 92
Du L, Mikle N, Zou Z, Huang Y, Shi Z, Jiang L, McCarthy HR, Liang J, Luo Y (2018) Global patterns of extreme drought-induced loss in land primary production: identifying ecological extremes from rain-use efficiency. Sci Total Environ, 628–629, 611–620
Eekhout JPC, Boix-Fayos C, Perez-Cutillas P, de Vente J (2020) The impact of reservoir construction and changes in land use and climate on ecosystem services in a large Mediterranean catchment. J Hydrol, 590
Fan Y, Miguez-Macho G, Jobbagy EG, Jackson RB, Otero-Casal C (2017) Hydrologic regulation of plant rooting depth. Proc Natl Acad Sci USA 114:10572–10577
doi: 10.1073/pnas.1712381114
Fang W, Huang S, Huang Q, Huang G, Wang H, Leng G, Wang L, Guo Y (2019a) Probabilistic assessment of remote sensing-based terrestrial vegetation vulnerability to drought stress of the Loess Plateau in China. Remote Sens Environ 232:111290
doi: 10.1016/j.rse.2019.111290
Fang W, Huang S, Huang Q, Huang G, Wang H, Leng G, Wang L, Li P, Ma L (2019b) Bivariate probabilistic quantification of drought impacts on terrestrial vegetation dynamics in mainland China. J Hydrol, 577
Frank D, Reichstein M, Bahn M, Thonicke K, Frank D, Mahecha MD, Smith P, Van der Velde M, Vicca S, Babst F, Beer C, Buchmann N, Canadell JG, Ciais P, Cramer W, Ibrom A, Miglietta F, Poulter B, Rammig A, Seneviratne SI, Walz A, Wattenbach M, Zavala MA, Zscheischler J (2015) Effects of climate extremes on the terrestrial carbon cycle: concepts, processes and potential future impacts. Glob Change Biol 21:2861–2880
doi: 10.1111/gcb.12916
Franklin J, Serra-Diaz JM, Syphard AD, Regan HM (2016) Global change and terrestrial plant community dynamics. Proc Natl Acad Sci USA 113:3725–3734
doi: 10.1073/pnas.1519911113
Friedlingstein P, Cox P, Betts R, Bopp L, Von Bloh W, Brovkin V, Cadule P, Doney S, Eby M, Fung I, Bala G, John J, Jones C, Joos F, Kato T, Kawamiya M, Knorr W, Lindsay K, Matthews HD, Raddatz T, Rayner P, Reick C, Roeckner E, Schnitzler KG, Schnur R, Strassmann K, Weaver AJ, Yoshikawa C, Zeng N (2006) Climate-carbon cycle feedback analysis: results from the (CMIP)-M-4 model intercomparison. J Clim 19:3337–3353
doi: 10.1175/JCLI3800.1
Ge W, Li X, Xie M, Yu B, Jiao J, Han J, Wang F (2023) Quantitative evaluation of drought risk related to vegetation productivity in China. J Hydrol 623:129877
doi: 10.1016/j.jhydrol.2023.129877
Gherardi LA, Sala OE (2019) Effect of interannual precipitation variability on dryland productivity: a global synthesis. Glob Change Biol 25:269–276
doi: 10.1111/gcb.14480
Gordo O, Jose Sanz J (2010) Impact of climate change on plant phenology in Mediterranean ecosystems. Glob Change Biol 16:1082–1106
doi: 10.1111/j.1365-2486.2009.02084.x
Guo W, Huang S, Huang Q, Leng G, Mu Z, Han Z, Wei X, She D, Wang H, Wang Z, Peng J (2023) Drought trigger thresholds for different levels of vegetation loss in China and their dynamics. Agric For Meteorol 331:109349
Gupta A, Rico-Medina A, Cano-Delgado AI (2020) The physiology of plant responses to drought. Science 368:266–269
He W, Ju W, Jiang F, Parazoo N, Gentine P, Wu X, Zhang C, Zhu J, Viovy N, Jain AK, Sitch S, Friedlingstein P (2021) Peak growing season patterns and climate extremes-driven responses of gross primary production estimated by satellite and process based models over North America. Agri For Meteorol 298:108292
He T, Dai X, Li W, Zhou J, Zhang J, Li C, Dai T, Li W, Lu H, Ye Y, Xu L, Jiang X (2023) Response of net primary productivity of vegetation to drought: a case study of Qinba Mountainous area, China (2001–2018). Ecol Indic 149:110148
Higgins SI, Conradi T, Muhoko E (2023) Shifts in vegetation activity of terrestrial ecosystems attributable to climate trends. Nat Geosci 16:147–153
Hu L, Fan W, Ren H, Liu S, Cui Y, Zhao P (2018) Spatiotemporal Dynamics in Vegetation GPP over the Great Khingan Mountains using GLASS products from 1982 to 2015. Remote Sens, 10
Hu Z, Piao S, Knapp AK, Wang X, Peng S, Yuan W, Running S, Mao J, Shi X, Ciais P, Huntzinger DN, Yang J, Yu G (2022) Decoupling of greenness and gross primary productivity as aridity decreases. Remote Sens Environ 279:113120
doi: 10.1016/j.rse.2022.113120
Huang S, Zheng X, Ma L, Wang H, Huang Q, Leng G, Meng E, Guo Y (2020) Quantitative contribution of climate change and human activities to vegetation cover variations based on GA-SVM model. J Hydrol, 584
Huang M, Zhai P, Piao S (2021) Divergent responses of ecosystem water use efficiency to drought timing over Northern Eurasia. Environ Res Lett, 16
Huxman TE, Snyder KA, Tissue D, Leffler AJ, Ogle K, Pockman WT, Sandquist DR, Potts DL, Schwinning S (2004) Precipitation pulses and carbon fluxes in semiarid and arid ecosystems. Oecologia 141:254–268
doi: 10.1007/s00442-004-1682-4
Jiang L, Jiapaer G, Bao A, Guo H, Ndayisaba F (2017) Vegetation dynamics and responses to climate change and human activities in Central Asia. Sci Total Environ 599:967–980
doi: 10.1016/j.scitotenv.2017.05.012
Jiao W, Wang L, Smith WK, Chang Q, Wang H, D’Odorico P (2021) Observed increasing water constraint on vegetation growth over the last three decades. Nat Commun, 12
Juhl T, Xiao Z (2005) A nonparametric test for changing trends. J Econ 127:179–199
doi: 10.1016/j.jeconom.2004.05.014
Knapp AK, Carroll CJW, Denton EM, La Pierre KJ, Collins SL, Smith MD (2015) Differential sensitivity to regional-scale drought in six central US grasslands. Oecologia 177:949–957
doi: 10.1007/s00442-015-3233-6
Kong D, Miao C, Wu J, Zheng H, Wu S (2020) Time lag of vegetation growth on the Loess Plateau in response to climate factors: estimation, distribution, and influence. Sci Total Environ 744:140726
doi: 10.1016/j.scitotenv.2020.140726
Kulmatiski A, Beard KH (2013) Woody plant encroachment facilitated by increased precipitation intensity. Nat Clim Change 3:833–837
doi: 10.1038/nclimate1904
Li W, Migliavacca M, Forkel M, Denissen JMC, Reichstein M, Yang H, Duveiller G, Weber U, Orth R (2022) Widespread increasing vegetation sensitivity to soil moisture. Nat Commun, 13
Li D, An L, Zhong S, Shen L, Wu S (2024) Declining coupling between vegetation and drought over the past three decades. Glob Change Biol, 30
Lian X, Piao S, Chen A, Huntingford C, Fu B, Li LZX, Huang J, Sheffield J, Berg AM, Keenan TF, McVicar TR, Wada Y, Wang X, Wang T, Yang Y, Roderick ML (2021) Multifaceted characteristics of dryland aridity changes in a warming world. Nat Reviews Earth Environ 2:232–250
doi: 10.1038/s43017-021-00144-0
Liang S, Cheng J, Jia K, Jiang B, Liu Q, Xiao Z, Yao Y, Yuan W, Zhang X, Zhao X, Zhou J (2021) The Global Land Surface Satellite (GLASS) product suite. Bull Am Meteorol Soc 102:E323–E337
doi: 10.1175/BAMS-D-18-0341.1
Liu N, Harper RJ, Smettem KRJ, Dell B, Liu S (2019) Responses of streamflow to vegetation and climate change in southwestern Australia. J Hydrol 572:761–770
doi: 10.1016/j.jhydrol.2019.03.005
Liu J, Ma X, Duan Z, Jiang J, Reichstein M, Jung M (2020a) Impact of temporal precipitation variability on ecosystem productivity, vol 7. Wiley Interdisciplinary Reviews-Water
Liu L, Gudmundsson L, Hauser M, Qin D, Li S, Seneviratne SI (2020b) Soil moisture dominates dryness stress on ecosystem production globally. Nat Commun, 11
Liu D, Zhang C, Ogaya R, Fernandez-Martinez M, Pugh TAM, Penuelas J (2021) Increasing climatic sensitivity of global grassland vegetation biomass and species diversity correlates with water availability. New Phytol 230:1761–1771
doi: 10.1111/nph.17269
Liu L, Guan J, Han W, Ju X, Mu C, Zheng J (2022) Quantitative Assessment of the relative contributions of climate and human factors to Net Primary Productivity in the Ili River Basin of China and Kazakhstan. Chin Geogra Sci 32:1069–1082
doi: 10.1007/s11769-022-1311-3
Liu L, Guan J, Zheng J, Wang Y, Han W, Liu Y (2023a) Cumulative effects of drought have an impact on net primary productivity stability in central Asian grasslands. J Environ Manage 344:118734–118734
doi: 10.1016/j.jenvman.2023.118734
Liu L, Peng J, Li G, Guan J, Han W, Ju X, Zheng J (2023b) Effects of drought and climate factors on vegetation dynamics in Central Asia from 1982 to 2020. J Environ Manage, 328
Liu S, Xue L, Xiao Y, Yang M, Liu Y, Han Q, Ma J (2024) Dynamic process of ecosystem water use efficiency and response to drought in the Yellow River Basin, China. Sci Total Environ 934:173339
Loveland TR, Reed BC, Brown JF, Ohlen DO, Zhu Z, Yang L, Merchant JW (2000) Development of a global land cover characteristics database and IGBP DISCover from 1 km AVHRR data. Int J Remote Sens 21:1303–1330
doi: 10.1080/014311600210191
Luo M, Meng F, Sa C, Duan Y, Bao Y, Liu T, De Maeyer P (2021) Response of vegetation phenology to soil moisture dynamics in the Mongolian Plateau. Catena, p 206
Ma Z, Fu C (2006) Some evidence of drying trend over northern China from 1951 to 2004. Chin Sci Bull 51:2913–2925
doi: 10.1007/s11434-006-2159-0
Meir P, Woodward FI (2010) Amazonian rain forests and drought: response and vulnerability. New Phytol 187:553–557
doi: 10.1111/j.1469-8137.2010.03390.x
Miguez-Macho G, Fan Y (2021) Spatiotemporal origin of soil water taken up by vegetation. Nature 598:624
doi: 10.1038/s41586-021-03958-6
Mohammat A, Wang X, Xu X, Peng L, Yang Y, Zhang X, Myneni RB, Piao S (2013) Drought and spring cooling induced recent decrease in vegetation growth in Inner Asia. Agric for Meteorol 178:21–30
doi: 10.1016/j.agrformet.2012.09.014
Peguero-Pina JJ, Vilagrosa A, Alonso-Forn D, Ferrio JP, Sancho-Knapik D, Gil-Pelegrin E (2020) Living in drylands: functional adaptations of trees and shrubs to cope with high temperatures and Water Scarcity. Forests, p 11
Peng J, Wu C, Zhang X, Wang X, Gonsamo A (2019) Satellite detection of cumulative and lagged effects of drought on autumn leaf senescence over the Northern Hemisphere. Glob Change Biol 25:2174–2188
doi: 10.1111/gcb.14627
Phillips OL, Aragao LEOC, Lewis SL, Fisher JB, Lloyd J, Lopez-Gonzalez G, Malhi Y, Monteagudo A, Peacock J, Quesada CA, van der Heijden G, Almeida S, Amaral I, Arroyo L, Aymard G, Baker TR, Banki O, Blanc L, Bonal D, Brando P, Chave J, Alves de Oliveira AC, Cardozo ND, Czimczik CI, Feldpausch TR, Freitas MA, Gloor E, Higuchi N, Jimenez E, Lloyd G, Meir P, Mendoza C, Morel A, Neill DA, Nepstad D, Patino S, Cristina Penuela M, Prieto A, Ramirez F, Schwarz M, Silva J, Silveira M, Thomas AS, ter, Steege H, Stropp J, Vasquez R, Zelazowski P, Alvarez Davila E, Andelman S, Andrade A, Chao K-J, Erwin T, Di Fiore A, Honorio CE, Keeling H, Killeen TJ, Laurance WF, Pena Cruz A, Pitman NCA, Nunez Vargas P, Ramirez-Angulo H, Rudas A, Salamao R, Silva N, Terborgh J, Torres-Lezama A (2009) Drought Sensitivity of the Amazon Rainforest. Science, 323, 1344–1347
Piao S, Zhang X, Chen A, Liu Q, Lian X, Wang X, Peng S, Wu X (2019) The impacts of climate extremes on the terrestrial carbon cycle: a review. Sci China-Earth Sci 62:1551–1563
doi: 10.1007/s11430-018-9363-5
Porporato A, Daly E, Rodriguez-Iturbe I (2004) Soil water balance and ecosystem response to climate change. Am Nat 164:625–632
doi: 10.1086/424970
Running SW, Nemani RR, Heinsch FA, Zhao MS, Reeves M, Hashimoto H (2004) A continuous satellite-derived measure of global terrestrial primary production. Bioscience 54:547–560
doi: 10.1641/0006-3568(2004)054[0547:ACSMOG]2.0.CO;2
Saleska SR, Wu J, Guan K, Araujo AC, Huete A, Nobre AD, Restrepo-Coupe N (2016) Dry-season greening of Amazon forests. Nature 531:E4–E5
doi: 10.1038/nature16457
Sen PK (1968) Estimates of the regression coefficient based on Kendall’s tau. J Am Stat Assoc 63:1379–1389
doi: 10.1080/01621459.1968.10480934
Singh C, Wang-Erlandsson L, Fetzer I, Rockstroem J, van der Ent R (2020) Rootzone storage capacity reveals drought coping strategies along rainforest-savanna transitions. Environ Res Lett, 15
Stagge JH, Tallaksen LM, Xu C-Y, Van Lanen HAJ (2014) Standardized precipitation-evapotranspiration index (SPEI): Sensitivity to potential evapotranspiration model and parameters, 7th World FRIEND-Water Conference on Hydrology in a Changing World: Environmental and Human Dimensions, Montpellier, FRANCE, pp. 367–373
Swaffer BA, Habner NL, Holland KL, Crosbie RS (2020) Applying satellite-derived evapotranspiration rates to estimate the impact of vegetation on regional groundwater flux. Ecohydrology, 13
Tang J, Niu B, Hu Z, Zhang XJA, Meteorology F (2024) Increasing susceptibility and shortening response time of vegetation productivity to drought from 2001 to 2021. 352
Thiel H (1950) A rank-invariant method of linear and polynomial regression analysis, Part 3, Proceedings of Koninalijke Nederlandse Akademie van Weinenschatpen A, pp. 1397–1412
van der Velde M, Tubiello FN, Vrieling A, Bouraoui F (2012) Impacts of extreme weather on wheat and maize in France: evaluating regional crop simulations against observed data. Clim Change 113:751–765
doi: 10.1007/s10584-011-0368-2
Vicca S, Balzarolo M, Filella I, Granier A, Herbst M, Knohl A, Longdoz B, Mund M, Nagy Z, Pinter K, Rambal S, Verbesselt J, Verger A, Zeileis A, Zhang C, Penuelas J (2016) Remotely-sensed detection of effects of extreme droughts on gross primary production. Sci Rep, 6
Vicente-Serrano SM, Beguería S, López-Moreno JI, Angulo M, El Kenawy A (2010) A New Global 0.5 gridded dataset (1901–2006) of a multiscalar drought index: comparison with current drought index datasets based on the Palmer Drought Severity Index. J Hydrometeorol 11:1033–1043
Vicente-Serrano SM, Gouveia C, Camarero JJ, Beguería S, Trigo R, López-Moreno JI, Azorín-Molina C, Pasho E, Lorenzo-Lacruz J, Revuelto JJPNAS (2013a) Response of vegetation to drought time-scales across global land biomes. 110:52–57
Vicente-Serrano SM, Gouveia C, Julio Camarero J, Begueria S, Trigo R, Lopez-Moreno JI, Azorin-Molina C, Pasho E, Lorenzo-Lacruz J, Revuelto J, Moran-Tejeda E, Sanchez-Lorenzo A (2013b) Response of vegetation to drought time-scales across global land biomes. Proc Natl Acad Sci USA 110:52–57
doi: 10.1073/pnas.1207068110
Wang D, Alimohammadi N (2012) Responses of annual runoff, evaporation, and storage change to climate variability at the watershed scale. Water Resour Res, 48
Wang L, Jiao W, MacBean N, Rulli MC, Manzoni S, Vico G, D’Odorico P (2022) Dryland productivity under a changing climate. Nat Clim Change 12:981–994
doi: 10.1038/s41558-022-01499-y
Wang C, Chen J, Xiong L, Tong S, Xu C-Y (2024) Trigger thresholds and their dynamics of vegetation production loss under different atmospheric and soil drought conditions. Sci Total Environ 950:175116
doi: 10.1016/j.scitotenv.2024.175116
Wei X, He W, Zhou Y, Ju W, Xiao J, Li X, Liu Y, Xu S, Bi W, Zhang X, Cheng N (2022) Global assessment of lagged and cumulative effects of drought on grassland gross primary production. Ecol Ind, 136
Wei X, He W, Zhou Y, Cheng N, Xiao J, Bi W, Liu Y, Sun S, Ju W (2023) Increased sensitivity of global vegetation productivity to drought over the recent three decades. J Geophys Res 128:e2022JD037504
Wen Z, Wu S, Chen J, Lu M (2017) NDVI indicated long-term interannual changes in vegetation activities and their responses to climatic and anthropogenic factors in the Three Gorges Reservoir Region, China. Sci Total Environ 574:947–959
doi: 10.1016/j.scitotenv.2016.09.049
Wen Y, Liu X, Xin Q, Wu J, Xu X, Pei F, Li X, Du G, Cai Y, Lin K, Yang J, Wang Y (2019) Cumulative effects of climatic factors on terrestrial vegetation growth. J Geophys Research-Biogeosciences 124:789–806
doi: 10.1029/2018JG004751
Weng Z, Niu J, Guan H, Kang S (2023) Three-dimensional linkage between meteorological drought and vegetation drought across China. Sci Total Environ, 859
Wu D, Zhao X, Liang S, Zhou T, Huang K, Tang B, Zhao W (2015) Time-lag effects of global vegetation responses to climate change. Glob Change Biol 21:3520–3531
doi: 10.1111/gcb.12945
Wu X, Liu H, Li X, Ciais P, Babst F, Guo W, Zhang C, Magliulo V, Pavelka M, Liu S, Huang Y, Wang P, Shi C, Ma Y (2018) Differentiating drought legacy effects on vegetation growth over the temperate Northern Hemisphere. Glob Change Biol 24:504–516
doi: 10.1111/gcb.13920
Xu L, Samanta A, Costa MH, Ganguly S, Nemani RR, Myneni RB (2011) Widespread decline in greenness of amazonian vegetation due to the 2010 drought. Geophys Res Lett, 38
Xu K, Yang D, Yang H, Li Z, Qin Y, Shen Y (2015) Spatio-temporal variation of drought in China during 1961–2012: a climatic perspective. J Hydrol 526:253–264
doi: 10.1016/j.jhydrol.2014.09.047
Xu H-j, Wang X-p, Zhao C-y, Yang X-m (2018) Diverse responses of vegetation growth to meteorological drought across climate zones and land biomes in northern China from 1981 to 2014. Agric for Meteorol 262:1–13
doi: 10.1016/j.agrformet.2018.06.027
Xu C, McDowell NG, Fisher RA, Wei L, Sevanto S, Christoffersen BO, Weng E, Middleton RS (2019a) Increasing impacts of extreme droughts on vegetation productivity under climate change. Nat Clim Change 9:948–953
Xu H-j, Wang X-p, Zhao C-y, Zhang X-x (2019b) Responses of ecosystem water use efficiency to meteorological drought under different biomes and drought magnitudes in northern China. Agric For Meteorol 278:107660
Xu H-j, Wang X-p, Zhao C-y (2021a) Drought sensitivity of vegetation photosynthesis along the aridity gradient in northern China. Int J Appl Earth Obs Geoinf, 102
Xu K, Wu C, Zhang C, Hu BX (2021b) Uncertainty assessment of drought characteristics projections in humid subtropical basins in China based on multiple CMIP5 models and different index definitions. J Hydrol, 600
Xu S, Wang Y, Liu Y, Li J, Qian K, Yang X, Ma X (2023) Evaluating the cumulative and time-lag effects of vegetation response to drought in Central Asia under changing environments. J Hydrol, 627
Yang J, Tian H, Pan S, Chen G, Zhang B, Dangal S (2018) Amazon drought and forest response: largely reduced forest photosynthesis but slightly increased canopy greenness during the extreme drought of 2015/2016. Glob Change Biol 24:1919–1934
doi: 10.1111/gcb.14056
Yang M, Mou Y, Meng Y, Liu S, Peng C, Zhou X (2020) Modeling the effects of precipitation and temperature patterns on agricultural drought in China from 1949 to 2015. Sci Total Environ 711:135139
Yao N, Li Y, Lei T, Peng L (2018) Drought evolution, severity and trends in mainland China over 1961–2013. Sci Total Environ 616:73–89
doi: 10.1016/j.scitotenv.2017.10.327
Yao N, Li L, Feng P, Feng H, Liu DL, Liu Y, Jiang K, Hu X, Li Y (2020) Projections of drought characteristics in China based on a standardized precipitation and evapotranspiration index and multiple GCMs. Sci Total Environ 704:135245
Yuan W, Zheng Y, Piao S, Ciais P, Lombardozzi D, Wang Y, Ryu Y, Chen G, Dong W, Hu Z, Jain AK, Jiang C, Kato E, Li S, Lienert S, Liu S, Nabel JEMS, Qin Z, Quine T, Sitch S, Smith WK, Wang F, Wu C, Xiao Z, Yang S (2019) Increased atmospheric vapor pressure deficit reduces global vegetation growth. Sci Adv, 5
Zeng N, Niu Z, Li P, Zhu X, Ren X (2022a) Resistance of grassland productivity to hydroclimatic changes in the Tibetan Plateau. Ecol Ind 143:109351
doi: 10.1016/j.ecolind.2022.109351
Zeng X, Hu Z, Chen A, Yuan W, Hou G, Han D, Liang M, Di K, Cao R, Luo D (2022b) The global decline in the sensitivity of vegetation productivity to precipitation from 2001 to 2018. Glob Change Biol 28:6823–6833
doi: 10.1111/gcb.16403
Zhan C, Liang C, Zhao L, Jiang S, Niu K, Zhang Y (2022a) Drought-related cumulative and time-lag effects on vegetation dynamics across the Yellow River Basin, China. Ecological Indicators, p 143
Zhan C, Liang C, Zhao L, Jiang S, Niu K, Zhang Y (2022b) Drought-related cumulative and time-lag effects on vegetation dynamics across the Yellow River Basin, China. Ecol Ind 143:109409
doi: 10.1016/j.ecolind.2022.109409
Zhan C, Liang C, Zhao L, Jiang S, Niu K, Zhang Y, Cheng L (2022c) Vegetation Dynamics and its response to Climate Change in the Yellow River Basin, China. Front Environ Sci, 10
Zhang Q, Kong D, Singh VP, Shi P (2017) Response of vegetation to different time-scales drought across China: spatiotemporal patterns, causes and implications. Glob Planet Change 152:1–11
doi: 10.1016/j.gloplacha.2017.02.008
Zhang Q, Shi R, Singh VP, Xu C-Y, Yu H, Fan K, Wu Z (2022a) Droughts across China: Drought factors, prediction and impacts. Sci Total Environ 803:150018
doi: 10.1016/j.scitotenv.2021.150018
Zhang Z, Ju W, Zhou Y, Li X (2022b) Revisiting the cumulative effects of drought on global gross primary productivity based on new long-term series data (1982–2018). Glob Change Biol 28:3620–3635
doi: 10.1111/gcb.16178
Zhang Z, Zhou Y, Ju W, Chen J, Xiao J (2023) Accumulated soil moisture deficit better indicates the effect of soil water stress on light use efficiency of grasslands during drought years. Agric for Meteorol 329:109276
doi: 10.1016/j.agrformet.2022.109276
Zhao A, Yu Q, Feng L, Zhang A, Pei T (2020) Evaluating the cumulative and time-lag effects of drought on grassland vegetation: a case study in the Chinese Loess Plateau. J Environ Manage, 261
Zheng Z, Zhu W, Zhang Y (2020) Direct and Lagged effects of Spring phenology on Net Primary Productivity in the Alpine grasslands on the Tibetan Plateau. Remote Sens, 12
Zhong Z, He B, Wang Y-P, Chen HW, Chen D, Fu YH, Chen Y, Guo L, Deng Y, Huang L, Yuan W, Hao X, Tang R, Liu H, Sun L, Xie X, Zhang Y (2023) Disentangling the effects of vapor pressure deficit on northern terrestrial vegetation productivity. Sci Adv, 9
Zuo D, Han Y, Xu Z, Li P, Ban C, Sun W, Pang B, Peng D, Kan G, Zhang R, Yang H (2021) Time-lag effects of climatic change and drought on vegetation dynamics in an alpine river basin of the Tibet Plateau, China. J Hydrol, 600

Auteurs

SaiHua Liu (S)

College of Hydrology and Water Resources, Hohai University, Nanjing, 210098, China.

Lianqing Xue (L)

College of Hydrology and Water Resources, Hohai University, Nanjing, 210098, China. lqxue@hhu.edu.cn.
School of Hydraulic Engineering, Wanjiang University of Technology, Anhui, 243031, China. lqxue@hhu.edu.cn.

Mingjie Yang (M)

College of Hydrology and Water Resources, Hohai University, Nanjing, 210098, China.

Yuanhong Liu (Y)

College of Hydrology and Water Resources, Hohai University, Nanjing, 210098, China.

Ying Pan (Y)

College of Hydrology and Water Resources, Hohai University, Nanjing, 210098, China.

Qiang Han (Q)

College of Hydrology and Water Resources, Hohai University, Nanjing, 210098, China.

Classifications MeSH