Skip to main content
Log in

Process-based indicators for timely identification of apricot frost disaster on the warm temperate zone, China

  • Original Paper
  • Published:
Theoretical and Applied Climatology Aims and scope Submit manuscript

Abstract

Frequent occurrences of late spring frost disaster create severe agricultural/forest damage, even given the background of global warming. In the warm temperate zone of China, which is the largest planting area for fresh apricot, late spring frost disaster has become one of the major meteorological hazards during flowering. To prevent cold weather–induced apricot frost disaster and reduce potential losses in related fruit economic value, it is vital to establish a meteorological indicator for timely and accurate identification of cold weather process–based apricot frost disaster, to provide support for timely apricot frost monitoring and warning in late spring. In this study, daily minimax temperature (\({T}_{\mathrm{min}}\)) and apricot frost disaster data during flowering were combined to establish meteorological identification indicators of apricot frost based on cold weather processes. A process-based apricot frost model \(f(D,{T}_{\mathrm{cum}})\) was firstly constructed, and characteristics of \({T}_{\mathrm{cum}}\) (accumulated harmful temperature) were explored under different D (duration days) based on the representation of historical apricot frost processes. Thresholds for the \({T}_{\mathrm{cum}}\) for apricot frost in 1, 2, 3, 4, and more than 5 days of apricot frost process were determined as − 1.5, − 2.9, − 4.4, − 5.8, and − 7.3 °C, respectively. Validation results by reserved independent disaster samples were generally consistent with the historical records of apricot frost disasters, with 89.00% accuracy for indicator-based identification results. Typical process tracking of the proposed identification indicator to an apricot frost event that occurred in North Hebei during April 3–9, 2018, revealed that the indicator-based identification result basically coincides with the historical disaster record and can reflect more detailed information about the apricot frost process.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

Data availability

The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.

Code availability

Not applicable.

References

  • Álvaro RC, Cristina G, Jesús RC, Ramón P, Guillermo G, Gordaliza J, Julio C, Fernando M, Luis G (2020) Differential responseof oak and beech to late frost damage: an integrated analysis from organ to forest. Agric For Meteorol 297:108243

  • Antonio G, Julio Camarero J, Michele C, Martín L, Edurne MC, Xaver SM (2019) Summer drought and spring frost, but not their interaction, constrain European beech and Silver fir growth in their southern distribution limits. Agric For Meteorol 278:107695

    Article  Google Scholar 

  • Augspurger CK (2013) Reconstructing patterns of temperature, phenology, and frost damage over 124 years: spring damage risk is increasing. Ecology 94:41–50

    Article  Google Scholar 

  • Bao FP (2011) Selected papers of Fu Baopu. Meteorological Press, Beijing ((In Chinese))

    Google Scholar 

  • Beijing Climate Center (2018) Monthly Climate Impact Assessment Report in China. https://cmdp.ncc-cma.net/influ/moni_china.php (accessed 14 March 2020)

  • Chen LJ, Xiang HZ, Miao Y, Zhang L, Guo ZF, Zhao XH, Lin JW, Li TL (2014) An overview of cold resistance in plants. J Agron Crop Sci 200:237–245

    Article  Google Scholar 

  • Ding T, Gao H, Li X (2021) Increasing occurrence of extreme cold surges in North China during the recent global warming slowdown and the possible linkage to the extreme pressure rises over Siberia. Atmos Res 248:105198

    Article  Google Scholar 

  • Ding YH, Krishnamurti TN (1987) Heat budget of the Siberian high and the winter monsoon. Mon Weather Rev 115:2428–2449

    Article  Google Scholar 

  • Dittmar C, Fricke W, Elling W (2006) Impact of late frost events on radial growth of common beech (Fagus sylvatica L.) in Southern Germany. Eur J Forest Res 125(3):249–259

    Article  Google Scholar 

  • Ducrey M (1998) Aspects écophysiologiques de la réponse et de l'adaptation des sapins méditerranéens aux extrêmes climatiques: gelées printanières et sécheresse estivale

  • Emilia A, Luigi S, Gaspare C, Giovanni B, Guido DU, Fb S, Angelo R, Sergio R, Antonio S, Giulliano B (2019) Canopy damage by spring frost in European beech along the Apennines: effect of latitude, altitude and aspect". Remote Sens Environ 225:431–440

    Article  Google Scholar 

  • Gu L, Hanson PJ, Post WM, Kaiser DP, Yang B, Nemani R, Pallardy SG, Meyers T (2008) The 2007 eastern US spring freeze: increased cold damage in a warming world? AIBS Bull 58:253–262

    Google Scholar 

  • Hatice D, Veli E, Ali K, Said ED, Rabia AD, Zahide K, Cemil E, Tahir M, Melike B (2019) Spring late frost resistance of selected wild apricot genotypes (Prunus armeniaca L.) from Cappadocia region Turkey. Sci Hortic 246:347–353

    Article  Google Scholar 

  • László S, Zsuzsanna G, Magdolna T (2019) Frost hardiness of apple (Malus X domestica) flowers in different phenological phases. Sci Hortic 253:309–315

    Article  Google Scholar 

  • Laughlin GP (1982) Minimum temperature and lapse rate in complex terrain: influencing factors and prediction. Theor Appl Climatol 30(1):141–152

    Google Scholar 

  • Laughlin GP, Kalma JD (1987) Frost hazard assessment from local weather and terrain data. Gricult for Meteorol 40(1):1–16

    Article  Google Scholar 

  • Lenz A, Hoch G, Vitasse Y, Korner C (2013) European deciduous trees exhibit similar safety margins against damage by spring freeze events along elevational gradients. New Phytol 200(4):1166–1175

    Article  Google Scholar 

  • Li X, Pu H, Liu F, Zhou Q, Cai J, Dai T, Cao W, Jiang D (2015) Winter wheat photosynthesis and grain yield responses to spring freeze. Agron J 107(3):1002–1010

    Article  Google Scholar 

  • Ma T, Li C, Lu Z, Bao Q (2015) Rainfall intensity–duration thresholds for the initiation of landslides in Zhejiang Province. China Geomorphol 245:193–206

    Article  Google Scholar 

  • Marco B, Sofia B, Francesco M, Giorgio M (2018) Assessing spring frost effects on beech forests in Central Apennines from remotely-sensed data. Agric for Meteorol 248:240–250

    Article  Google Scholar 

  • Mosedale JR, Wilson RJ, Maclean IM (2015) Climate change and crop exposure to adverse weather: changes to frost risk and grapevine flowering conditions. PLoS One 10(10):e0141218

    Article  Google Scholar 

  • Ozkan K, Cafer K, Tevhit G (2018) An exothermic process involved in the late spring frost injury to flower buds of some apricot cultivars (Prunus armenica L.). Sci Hortic 241:322–328

    Article  Google Scholar 

  • Perraudin G, Fellay D (1975) Les moyens de lutte. La lutte contre le gel. Revue Suisse De Vitic Arboric Hortic 7:31–54

    Google Scholar 

  • Porter JR, Gawith M (1999) Temperatures and the growth and development of wheat: a review. Eur J Agron 10(1):23–36

    Article  Google Scholar 

  • Rodrigo J (2000) Spring frosts in deciduous fruit trees—morphological damage and flower hardiness. Sci Hort 85(3):155–173

    Article  Google Scholar 

  • Saeidi M, Eliasi P, Abdoly M, Sasani S (2012) Freezing tolerance of wheat cultivars at the early growing season after winter. Afr J Biotechnol 11:4045–4052

    Article  Google Scholar 

  • Shi J, Cui L, Tian Z (2020) Spatial and temporal distribution and trend in flood and drought disasters in East China. Environ Res 185:109406

    Article  Google Scholar 

  • Shimono H (2011) Earlier rice phenology as a result of climate change can increase the risk of cold damage during reproductive growth in northern Japan. Agric Ecosyst Environ 144:201–207

    Article  Google Scholar 

  • Single W (1966) Studies on frost injury to wheat. III. Screening of varieties for resistance to ear and stem frosting. Crop Pasture Sci 17(5):601–610

    Article  Google Scholar 

  • Single W (1984) Frost injury and the physiology of the wheat plant. J Aust Inst Agric Sci 51(2):128–134

    Google Scholar 

  • Simões DS, Fontana DC, Vicari MB (2015) Use of LST images from MODIS/AQUA sensor as an indication of frost occurrence in RS. Rev Bras Eng Agrõcola e Ambient 19(10):920–925

    Article  Google Scholar 

  • Snyder RL (2000) Principles of frost protection. Available online: http://biomet.ucdavis.edu/frostprotection/Principles%20of%20Frost%20Protection/FP005.html. Accessed 1 June 2021

  • Susan M, Kotikot AF, Robert E, Griffin JN, Jonathan LC, Robinson M, Absae S, Emily A, Ashutosh L, Daniel EI (2020) Statistical characterization of frost zones: case of tea freeze damage in the Kenyan highlands. Int J Appl Earth Obs Geoinformation 84:101971

    Article  Google Scholar 

  • Susan M, Kotikota AF, Robert EG, Absae S, James N, Robinson M, Ashutosh L, Daniel EI (2018) Mapping threats to agriculture in East Africa: performance of MODIS derived LST for frost identification in Kenya’s tea plantations. Int J Appl Earth Obs Geoinformation 72:131–139

    Article  Google Scholar 

  • Tao FL, Xiao DP, Zhang S, Zhang Z, Rotter RP (2017) Wheat yield benefited from increases in minimum temperature in the Huang-Huai-Hai Plain of China in the past three decades. Agric for Meteorol 239:1–14

    Article  Google Scholar 

  • Vanoni M, Bugmann H, Nötzli M, Bigler C (2016) Drought and frost contribute to abrupt growth decreases before tree mortality in nine temperate tree species. For Ecol Manage 382:51–63

    Article  Google Scholar 

  • Vitasse Y, Lenz A, Koerner C (2014) The interaction between freezing tolerance and phenology in temperate deciduous trees. Front Plant Sci 5(541):1–12

    Google Scholar 

  • Vitasse Y, Schneider L, Rixen C, Christen D, Rebetez M (2018) Increase in the risk of exposure of forest and fruit trees to spring frosts at higher elevations in Switzerland over the last four decades. Agric for Meteorol 248:60–69

    Article  Google Scholar 

  • Viti R, Bartolini S, Andreini L (2010) Flower bud frost tolerance of several Italian apricot genotypes. Eur J Hortic Sci 75(5):185–192

    Google Scholar 

  • Wang PJ, Huo ZG, Yang JY, Wu X (2019) Indicators of chilling damage for spring maize based on heat index in Northeast China. Journal of Applied Meteorological Science, 30(1):13–24. (Chinese with English abstract)

  • Wang HF, Guo W, Wang JH, Huang WJ, Gu XH, Dong YY, Xu XG (2013) Exploring the feasibility of winter wheat freeze injury by integrating grey system model with RS and GIS. J Integr Agric 12:1162–1172

    Article  Google Scholar 

  • Wang ZB, Chen J, Tong WJ, Xu CC, Chen F (2018) Impacts of climate change and varietal replacement on winter wheat phenology in the North China plain. Int J Plant Prod 12:251–263

    Article  Google Scholar 

  • Wang ZM (2018) Tracks and characteristics analysis of strong cold air invading Northern China during winter half year. Doctoral dissertation. Nanjing University of Information Science & Technology, Nanjing

    Google Scholar 

  • Wu X, Wang PJ, Huo ZG, Wu DR, Yang JY (2018) Crop Drought Identification Index for winter wheat based on evapotranspiration in the Huang-Huai-Hai Plain. China Agric Ecosyst Environ 263:18–30

    Article  Google Scholar 

  • Xiao LJ, Liu LL, Asseng S, Xia YM, Tang L, Liu B, Cao WX, Zhu Y (2018) Estimating spring frost and its impact on yield across winter wheat in China. Agric for Meteorol 260:154–164

    Article  Google Scholar 

  • Yang JY, Huo ZG, Li XX, Wang PJ, Wu DR (2020) Hot weather event-based characteristics of double-early rice heat risk: a study of Jiangxi province. South China. Ecol Indic 113:106148

    Article  Google Scholar 

  • Yang JY, Huo ZG, Wu L, Wang TY, Zhang GX (2016) Indicator-based evaluation of spatiotemporal characteristics of rice flood in Southwest China. Agric Ecosyst Environ 230:221–230

    Article  Google Scholar 

  • Yann V, Léonard S, Christian R, Danilo C, Martine R (2018) Increase in the risk of exposure of forest and fruit trees to spring frosts at higher elevations in Switzerland over the last four decades. Agric for Meteorol 248:60–69

    Article  Google Scholar 

  • Zhang JY, Zhang Z (2003) Chinese fruit tree (Apricot). China Forestry Publish, Beijing

    Google Scholar 

  • Zhao LC, Li QZ, Zhang Y, Wang HY, Du X (2020) Normalized NDVI valley area index (NNVAI)-based framework for quantitative and timely monitoring of winter wheat frost damage on the Huang-Huai-Hai Plain. China. Agric Ecosyst Environ 292:106793

    Article  Google Scholar 

Download references

Acknowledgements

We gratefully acknowledge the anonymous reviewers for their valuable comments on the manuscript.

Funding

This work is financially supported by the National Key R&D Program of China (2019YFD1002203, 2017YFC1502801), and the Basic Research Funds-regular at the Chinese Academy of Meteorological Sciences (2020Z005).

Author information

Authors and Affiliations

Authors

Contributions

Jianying Yang: writing—review and editing; methodology

Zhiguo Huo: supervision

Peijuan Wang: conceptualization

Dingrong Wu: software

Yuping Ma: investigation, data curation

Shuran Yao: sources

Hangyu Dong: sources

Corresponding author

Correspondence to Zhiguo Huo.

Ethics declarations

Ethics approval

Not applicable.

Consent to participate

The authors express their consent to participate for research and review.

Consent for publication

The authors express their consent for publication of research work.

Conflict of interest

The authors declare no competing interests.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yang, J., Huo, Z., Wang, P. et al. Process-based indicators for timely identification of apricot frost disaster on the warm temperate zone, China. Theor Appl Climatol 146, 1143–1155 (2021). https://doi.org/10.1007/s00704-021-03762-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00704-021-03762-2

Navigation