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Zhang Y, Wang A, Li J, Wu J. Water content estimation of conifer needles using leaf-level hyperspectral data. FRONTIERS IN PLANT SCIENCE 2024; 15:1428212. [PMID: 39309177 PMCID: PMC11412879 DOI: 10.3389/fpls.2024.1428212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Accepted: 08/20/2024] [Indexed: 09/25/2024]
Abstract
Water is a crucial component for plant growth and survival. Accurately estimating and simulating plant water content can help us promptly monitor the physiological status and stress response of vegetation. In this study, we constructed water loss curves for three types of conifers with morphologically different needles, then evaluated the applicability of 12 commonly used water indices, and finally explored leaf water content estimation from hyperspectral data for needles with various morphology. The results showed that the rate of water loss of Olgan larch is approximately 8 times higher than that of Chinese fir pine and 21 times that of Korean pine. The reflectance changes were most significant in the near infrared region (NIR, 780-1300 nm) and the short-wave infrared region (SWIR, 1300-2500 nm). The water sensitive bands for conifer needles were mainly concentrated in the SWIR region. The water indices were suitable for estimating the water content of a single type of conifer needles. The partial least squares regression (PLSR) model is effective for the water content estimation of all three morphologies of conifer needles, demonstrating that the hyperspectral PLSR model is a promising tool for estimating needles water content.
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Affiliation(s)
- Yuan Zhang
- CAS Key Laboratory of Forest Ecology and Silviculture, Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, China
| | - Anzhi Wang
- CAS Key Laboratory of Forest Ecology and Silviculture, Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, China
| | - Jiaxin Li
- CAS Key Laboratory of Forest Ecology and Silviculture, Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Jiabing Wu
- CAS Key Laboratory of Forest Ecology and Silviculture, Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, China
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Mašek J, Dorado-Liñán I, Treml V. Responses of stem growth and canopy greenness of temperate conifers to dry spells. INTERNATIONAL JOURNAL OF BIOMETEOROLOGY 2024; 68:1533-1544. [PMID: 38630139 PMCID: PMC11281975 DOI: 10.1007/s00484-024-02682-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 04/02/2024] [Accepted: 04/11/2024] [Indexed: 07/28/2024]
Abstract
Dry spells strongly influence biomass production in forest ecosystems. Their effects may last several years following a drought event, prolonging growth reduction and therefore restricting carbon sequestration. Yet, our understanding of the impact of dry spells on the vitality of trees' above-ground biomass components (e.g., stems and leaves) at a landscape level remains limited. We analyzed the responses of Pinus sylvestris and Picea abies to the four most severe drought years in topographically complex sites. To represent stem growth and canopy greenness, we used chronologies of tree-ring width and time series of the Normalized Difference Vegetation Index (NDVI). We analyzed the responses of radial tree growth and NDVI to dry spells using superposed epoch analysis and further explored this relationship using mixed-effect models. Our results show a stronger and more persistent response of radial growth to dry spells and faster recovery of canopy greenness. Canopy greenness started to recover the year after the dry spell, whereas radial tree growth remained reduced for the two subsequent years and did not recover the pre-drought level until the fourth year after the event. Stem growth and canopy greenness were influenced by climatic conditions during and after drought events, while the effect of topography was marginal. The opposite responses of stem growth and canopy greenness following drought events suggest a different impact of dry spells on trees´ sink and source compartments. These results underscore the crucial importance of understanding the complexities of tree growth as a major sink of atmospheric carbon.
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Affiliation(s)
- Jiří Mašek
- Department of Physical Geography and Geoecology, Faculty of Science, Charles University, Albertov 6, 128 43, Prague, Czech Republic.
| | - Isabel Dorado-Liñán
- Dpto. de Sistemas y Recursos Naturales, Universidad Politécnica de Madrid, Madrid, Spain
| | - Václav Treml
- Department of Physical Geography and Geoecology, Faculty of Science, Charles University, Albertov 6, 128 43, Prague, Czech Republic
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Yu J, Yin K, Liu Y, Li Y, Zhang J, Han X, Tong Z. Co-expression network analysis reveals PbTGA4 and PbAPRR2 as core transcription factors of drought response in an important timber species Phoebe bournei. FRONTIERS IN PLANT SCIENCE 2024; 14:1297235. [PMID: 38259934 PMCID: PMC10800493 DOI: 10.3389/fpls.2023.1297235] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 12/18/2023] [Indexed: 01/24/2024]
Abstract
Phoebe bournei is one of the main afforestation tree species in subtropical regions of China and is famous for its timber. Its distribution and growth are significantly impaired by water conditions. Thus, it is essential to understand the mechanism of the stress response in P. bournei. Here, we analyzed the phenotypic changes and transcriptomic rearrangement in the leaves and roots of P. bournei seedlings grown for 0 h, 1 h, 24 h, and 72 h under simulated drought conditions (10% PEG 6000). The results showed that drought stress inhibited plant photosynthesis and increased oxidoreductase activity and abscisic acid (ABA) accumulation. Spatio-temporal transcriptomic analysis identified 2836 and 3704 differentially expressed genes (DEGs) in leaves and roots, respectively. The responsive genes in different organs presented various expression profiles at different times. Gene co-expression network analysis identified two core transcription factors, TGA4 and APRR2, from two modules that showed a strong positive correlation with ABA accumulation. Our study investigated the different responses of aboveground and belowground organs of P. bournei to drought stress and provides critical information for improving the drought resistance of this timber species.
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Affiliation(s)
| | | | | | | | | | - Xiao Han
- State Key Laboratory of Subtropical Silviculture, College of Forestry and Biotechnology, Zhejiang A&F University, Hangzhou, China
| | - Zaikang Tong
- State Key Laboratory of Subtropical Silviculture, College of Forestry and Biotechnology, Zhejiang A&F University, Hangzhou, China
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Bogachev MI, Gafurov AM, Iskandirov PY, Kaplun DI, Kayumov AR, Lyanova AI, Pyko NS, Pyko SA, Safonova AN, Sinitca AM, Usmanov BM, Tishin DV. Reversal in the drought stress response of the Scots pine forest ecosystem: Local soil water regime as a key to improving climate change resilience. Heliyon 2023; 9:e21574. [PMID: 37954317 PMCID: PMC10638002 DOI: 10.1016/j.heliyon.2023.e21574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Revised: 10/13/2023] [Accepted: 10/24/2023] [Indexed: 11/14/2023] Open
Abstract
In a changing climate, forest ecosystems have become increasingly vulnerable to continuously exacerbating heat and associated drought conditions. Climate stress resilience is governed by a complex interplay of global, regional, and local factors, with hydrological conditions being among the key players. We studied a Scots pine (Pinus sylvestris L.) forest ecosystem located near the southern edge of the boreal ecotone, which is particularly subjected to frequent and prolonged droughts. By comparing the dendrochronological series of pines growing in apparently contrasting hydrological conditions ranging from the waterlogged peat bog area to the dry soil at the surrounding elevations, we investigated how the soil water regime affects the climate response and drought stress resilience of the forest ecosystem. We found that in the dry land area, a significant fraction of the trees were replaced after two major climate extremes: prolonged drought and extremely low winter temperatures. The latter has also been followed by a three- to ten-fold growth reduction of the trees that survived in the next year, whereas no similar effect has been observed in the peat bog area. Multi-scale detrended partial cross-correlation analysis (DPCCA) indicated that tree-ring width (TRW) was negatively correlated with spring and summer temperatures and positively correlated with the Palmer drought severity index (PDSI) for the same year. For the elevated dry land area, the above effect extends to interannual scales, indicating that prolonged heatwaves and associated droughts are among the factors that limit tree growth. In marked contrast, in the waterlogged peat bog area, a reversed tendency was observed, with prolonged dry periods as well as warmer springs and summers over several consecutive years, leading to increasing tree growth with a one- to three-year time lag. Altogether, our results indicate that the pessimal conditions of a warming climate could become favorable through the preservation of the soil water regime.
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Affiliation(s)
- Mikhail I. Bogachev
- St. Petersburg Electrotechnical University “LETI”, 5-F Professor Popov street, St. Petersburg, 197022, Russia
| | - Artur M. Gafurov
- Kazan Federal University, 18 Kremlevskaya street, Kazan, Tatarstan, 420008, Russia
| | - Pavel Y. Iskandirov
- Kazan Federal University, 18 Kremlevskaya street, Kazan, Tatarstan, 420008, Russia
| | - Dmitrii I. Kaplun
- St. Petersburg Electrotechnical University “LETI”, 5-F Professor Popov street, St. Petersburg, 197022, Russia
| | - Airat R. Kayumov
- Kazan Federal University, 18 Kremlevskaya street, Kazan, Tatarstan, 420008, Russia
| | - Asya I. Lyanova
- St. Petersburg Electrotechnical University “LETI”, 5-F Professor Popov street, St. Petersburg, 197022, Russia
| | - Nikita S. Pyko
- St. Petersburg Electrotechnical University “LETI”, 5-F Professor Popov street, St. Petersburg, 197022, Russia
| | - Svetlana A. Pyko
- St. Petersburg Electrotechnical University “LETI”, 5-F Professor Popov street, St. Petersburg, 197022, Russia
| | - Anastasiia N. Safonova
- St. Petersburg Electrotechnical University “LETI”, 5-F Professor Popov street, St. Petersburg, 197022, Russia
| | - Aleksandr M. Sinitca
- St. Petersburg Electrotechnical University “LETI”, 5-F Professor Popov street, St. Petersburg, 197022, Russia
| | - Bulat M. Usmanov
- Kazan Federal University, 18 Kremlevskaya street, Kazan, Tatarstan, 420008, Russia
| | - Denis V. Tishin
- St. Petersburg Electrotechnical University “LETI”, 5-F Professor Popov street, St. Petersburg, 197022, Russia
- Kazan Federal University, 18 Kremlevskaya street, Kazan, Tatarstan, 420008, Russia
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Krutovsky KV. Dendrogenomics Is a New Interdisciplinary Field of Research of the Adaptive Genetic Potential of Forest Tree Populations Integrating Dendrochronology, Dendroecology, Dendroclimatology, and Genomics. RUSS J GENET+ 2022. [DOI: 10.1134/s1022795422110059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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