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Pollen source affects acorn production in pedunculate oak (Quercus robur L.) 花粉源对有花梗橡树(Quercus robur L.)橡子产量的影响
IF 3 2区 农林科学 Q1 FORESTRY Pub Date : 2024-09-05 DOI: 10.1007/s11676-024-01777-9
Ryan McClory, Richard H. Ellis, Martin Lukac, Jo Clark

Acorn production in oaks (Quercus spp.) shows considerable inter-annual variation, known as masting. The effects of pollen sourced from trees within or outside the stand on acorn production were investigated in pedunculate oak (Quercus robur L.) in an ancient mixed woodland during two moderate masting years. Comparisons were made between natural pollination, hand pollinations with out-of-stand pollen, in-stand pollen or a 1:1 combination of the two pollen sources, and for bagged flowers left unpollinated. After all treatments, > 85% of the flowers or developing acorns were aborted between May and August of both years. When flowers were protected with pollen bags and no pollen added, no acorns were produced. In contrast, hand pollination with out-of-stand pollen produced the most acorns both years and significantly more than within-stand pollen or natural pollination in 2022. Hand pollination with out-of-stand or within-stand pollen provided significantly more acorns than natural pollination in 2023. In 2022, hand pollination with a 1:1 mixture of out-of-stand and within-stand pollen yielded an intermediate number of mature acorns between those for the out-of-stand and within-stand pollination treatments. The study provides clear evidence of maternal choice during acorn development in pedunculate oak and of the benefits of pollen supplementation. It also confirms that pedunculate oak is a fruit-maturation masting species; abortion of pollinated flowers and immature acorns determines a mast year (rather than the number of flowers produced) at this site.

橡树(Quercus spp.)的橡子产量显示出相当大的年际变化,即所谓的萌发。研究人员调查了在两个中度凋落年中,在一片古老的混合林地中,有梗橡树(Quercus robur L.)从林内或林外采集花粉对橡子产量的影响。比较了自然授粉、用林外花粉、林内花粉或两种花粉源 1:1 的组合进行人工授粉以及未授粉的袋装花。经过所有处理后,在这两年的 5 月至 8 月期间,85% 的花或正在发育的橡子流产。用花粉袋保护花朵而不添加花粉时,没有结出橡子。相比之下,用架外花粉进行人工授粉在这两年结出的橡子最多,2022 年明显多于架内花粉或自然授粉。2023 年,用站外花粉或站内花粉人工授粉结出的橡子明显多于自然授粉。2022 年,用站外花粉和站内花粉按 1:1 的比例混合人工授粉产生的成熟橡子数量介于站外授粉和站内授粉处理之间。这项研究清楚地证明了有柄栎在橡子发育过程中的母本选择以及补充花粉的益处。该研究还证实了截干栎是一种果实成熟期较短的树种;授粉花和未成熟橡子的凋落决定了该地点的萌芽年(而不是花的生产数量)。
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引用次数: 0
Tradeoffs of nitrogen investment between leaf resorption and photosynthesis across soil fertility in Quercus mongolica seedlings during the hardening period 柞树幼苗硬化期在叶片吸收和光合作用之间的氮投资与土壤肥力的权衡
IF 3 2区 农林科学 Q1 FORESTRY Pub Date : 2024-08-22 DOI: 10.1007/s11676-024-01775-x
Zexia Dong, Jiaxi Wang, Jingfei Chen, Guolei Li, Yong Liu, Yining Li, Yufan Zhu, Xiaoqian Meng

The most important process before leaf senescence is nutrient resorption, which reduces nutrient loss and maximizes plant fitness during the subsequent growth period. However, plants must retain certain levels of nitrogen (N) in their leaves to maintain carbon assimilation during hardening. The objective of this study was to investigate the tradeoffs in N investment between leaf N resorption and N for photosynthesis in seedlings with increased soil fertility during the hardening period. A field experiment was conducted to determine if and how soil fertility treatments (17, 34, or 68 mg N seedling−1) affected N resorption and allocation to the photosynthetic apparatus in Quercus mongolica leaves during the hardening period. Seedlings were sampled at T1 (after terminal bud formation), T2 (between terminal bud formation and end of the growing period), and T3 (at the end of the growing period). Results showed that photosynthetic N content continued to rise in T2, while N resorption started from non-photosynthetic N. Leaf N allocation to the photosynthetic apparatus increased as soil fertility increased, delaying N resorption. Additionally, soil fertility significantly affected N partitioning among different photosynthetic components, maintaining or increasing photosynthetic traits during senescence. This study demonstrates a tradeoff in N investment between resorption and photosynthesis to maintain photosynthetic assimilation capacity during the hardening period, and that soil fertility impacts this balance. Q. mongolica leaves primarily resorbed N from the non-photosynthetic apparatus and invested it in the photosynthetic apparatus, whereas different photosynthetic N component allocations effectively improved this pattern.

叶片衰老前最重要的过程是养分吸收,这可以减少养分损失,并在随后的生长期最大限度地提高植物的适应能力。然而,植物必须在叶片中保留一定水平的氮(N),以维持硬化期间的碳同化。本研究的目的是调查在土壤肥力增加的情况下,幼苗在硬化期叶片氮吸收和光合作用所需的氮之间的权衡。我们进行了一项田间试验,以确定土壤肥力处理(17、34 或 68 毫克 N 苗-1)是否以及如何影响硬化期柞树叶片对氮的吸收和对光合装置的分配。分别在 T1(顶芽形成后)、T2(顶芽形成至生长期结束)和 T3(生长期结束时)对幼苗进行取样。结果表明,光合作用的氮含量在 T2 期持续上升,而非光合作用的氮则开始被吸收;随着土壤肥力的提高,叶片分配给光合装置的氮增加,推迟了氮的吸收。此外,土壤肥力会显著影响氮在不同光合成分之间的分配,从而在衰老期维持或增加光合特性。这项研究表明,在硬化期,为维持光合同化能力,需要在氮的吸收和光合作用之间进行权衡,而土壤肥力会影响这种平衡。Q. mongolica叶片主要从非光合装置中吸收氮,并将其投入到光合装置中,而不同的光合作用氮组分分配有效地改善了这种模式。
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引用次数: 0
A method for determining the spatial pattern of forest trees based on the uniformity theory 基于均匀性理论的林木空间形态测定方法
IF 3 2区 农林科学 Q1 FORESTRY Pub Date : 2024-08-22 DOI: 10.1007/s11676-024-01773-z
Yeqiong Shi, Xiulong Gao, Chunling Lang, Chuanwen Luo

The spatial pattern of trees is an important feature of forests, and different spatial patterns of trees exhibit different ecological stability. Research has confirmed that natural forests with random patterns have higher biodiversity and stronger resistance to unstable factors such as pests and diseases. Even if they are disturbed or destroyed by unstable factors such as pests and diseases, they can still recover and rescue themselves; while artificial forests with uniform and clustered patterns have lower biodiversity and are susceptible to unstable factors such as pests and diseases. And once pests and diseases occur, it’s more difficult for them to recover. In order to promote the healthy and stable development of the forestry industry and protect the diversity of the biological environment, it is necessary to protect the random pattern of natural forests from being destroyed in the process of forest management, while effectively transforming the spatial pattern of artificial forests into a random pattern. Therefore, in order to ensure the convenient and accurate determination of the type of forest spatial pattern, research on methods for determining forest spatial pattern has become particularly important. Based on the theory of uniformity, this study proposes definitions and related theories of included exclusive sphere, included exclusive body, included random pattern, and included uniformity. Under the guidance of the definition of inclusion uniformity and related theories, and by using mathematical method, it is proved that the uniformity of inclusion (CL) is asymptotically subject to the Eq. 18, Therefore, the relationship between the included uniformity (CL) and the number of trees in the sample plot was established, and the corresponding relationship formula was obtained, and then the determination of the spatial pattern type of trees was completed by using the corresponding relationship formula. Through rigorous reasoning and case verification, the determination method of forest spatial pattern is effective.

树木的空间形态是森林的一个重要特征,不同的树木空间形态表现出不同的生态稳定性。研究证实,具有随机格局的天然林具有更高的生物多样性,对病虫害等不稳定因素的抵抗力也更强。即使受到病虫害等不稳定因素的干扰或破坏,也能恢复和自救;而格局均匀、集群的人工林生物多样性较低,容易受到病虫害等不稳定因素的影响。而且一旦发生病虫害,就更难恢复。为了促进林业的健康稳定发展,保护生物环境的多样性,必须保护天然林的随机格局在森林经营过程中不被破坏,同时有效地将人工林的空间格局转变为随机格局。因此,为了确保方便准确地确定森林空间格局的类型,对森林空间格局确定方法的研究就显得尤为重要。本研究以均匀性理论为基础,提出了包含排他性球体、包含排他性体、包含随机模式和包含均匀性的定义及相关理论。在包含均匀度定义及相关理论的指导下,利用数学方法证明了包含均匀度(CL)渐近于式 18,从而建立了包含均匀度(CL)与样地树木数量之间的关系,并得到了相应的关系式,然后利用相应的关系式完成了树木空间格局类型的确定。通过严密的推理和实例验证,该林木空间格局的判定方法是有效的。
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引用次数: 0
Increased temperatures contribute to early aging of plantation-grown Mongolian pine in introduced areas at lower latitudes 气温升高导致低纬度引进地区种植的蒙古松提前老化
IF 3 2区 农林科学 Q1 FORESTRY Pub Date : 2024-08-22 DOI: 10.1007/s11676-024-01770-2
Hongxing Liu, Mingyong Li, Ruiyun Han, Xiaolin Zhang, Jinnan Ge, Guangyou Hao

A decline in tree growth has occurred in numerous regions over recent decades and is associated with enhanced water deficits driven by climate warming. This phenomenon may be more noticeable at lower latitudes with higher temperatures. However, the process by which these elevated temperatures alter growth performance is not well understood. In this study, by combining tree-ring data (including 340 increment cores) and remotely sensed vegetation index data, we investigated the long-term growth performance of Pinus sylvestris var. mongolica Litv. (Mongolian pine), an important species for afforestation in northern China, in response to environmental factors in an area of introduction (lower latitude) and its native range (higher latitude). More notable decreases in both tree-ring width index (RWI) and basal area increment at breast height coincided with lower values and larger variations in the satellite-derived vegetation index in the area of introduction. The RWI showed stronger negative correlations with temperature and positive correlations with the self-calibrating Palmer drought severity index during most months in the introduction area. These results indicate that enhanced drought stress caused by elevated temperatures in lower latitudes might be a key factor for the growth decline in Mongolian pine plantations. The negative impact of increased temperatures on tree growth through exacerbating drought stress at lower latitudes with water deficit highlights the need to reduce water stress in forest management in such areas under climate warming-driven aridification.

近几十年来,许多地区的树木生长量下降,这与气候变暖导致缺水加剧有关。这种现象在气温较高的低纬度地区可能更为明显。然而,人们对气温升高改变树木生长表现的过程还不甚了解。在本研究中,我们结合树环数据(包括 340 个增量核心)和遥感植被指数数据,研究了蒙古松(Pinus sylvestris var.(蒙古松是中国北方植树造林的重要树种,我们研究了其在引种地区(低纬度)和原产地(高纬度)的生长表现对环境因素的影响。)在引种地区,树环宽度指数(RWI)和胸径基部面积增量的下降更为显著,与卫星植被指数的较低值和较大变化相吻合。在引种区的大多数月份里,RWI 与气温呈较强的负相关,而与自校准帕尔默干旱严重程度指数呈正相关。这些结果表明,低纬度地区温度升高导致的干旱胁迫增强可能是蒙古松人工林生长衰退的关键因素。气温升高会加剧低纬度缺水地区的干旱胁迫,从而对树木生长产生负面影响,这突出表明在气候变暖导致干旱化的情况下,这些地区的森林管理需要减少水胁迫。
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引用次数: 0
Genome-wide identification and expression analysis of the GST gene family of Betula platyphylla 桦树 GST 基因家族的全基因组鉴定和表达分析
IF 3 2区 农林科学 Q1 FORESTRY Pub Date : 2024-08-22 DOI: 10.1007/s11676-024-01767-x
Xiaoqing Hu, Tong Zheng, Wenjie Chen, Huilei Duan, Zhongjia Yuan, Jiaqian An, Huihui Zhang, Xuemei Liu

Glutathione-S-transferase (GST, EC2.5.1.18) multifunctional protease is important for detoxification, defense against biotic and abiotic stresses, and secondary metabolic material transport for plant growth and development. In this study, 71 members of the BpGST family were identified from the entire Betula platyphylla Suk. genome. Most of the members encode proteins with amino acid lengths ranging from 101 to 875 and were localized to the cytoplasm by a prediction. BpGSTs can be divided into seven subfamilies, with a majority of birch U and F subfamily members according to gene structure, conserved motifs and evolutionary analysis. GST family genes showed collinearity with 22 genes in Oryza sativa L., and three genes in Arabidopsis thaliana; promoter cis-acting elements predicted that the GST gene family is functional in growth, hormone regulation, and abiotic stress response. Most members of the F subfamily of GST (BpGSTFs) were expressed in roots, stems, leaves, and petioles, with the most expression observed in leaves. On the basis of the expression profiles of F subfamily genes (BpGSTF1 to BpGSTF13) during salt, mannitol and ABA stress, BpGSTF proteins seem to have multiple functions depending on the type of abiotic stress; for instance, BpGSTs may function at different times during abiotic stress. This study enhances understanding of the GST gene family and provides a basis for further exploration of their function in birch.

谷胱甘肽-S-转移酶(GST,EC2.5.1.18)是一种多功能蛋白酶,对植物的解毒、抵御生物和非生物胁迫以及植物生长发育过程中的次生代谢物质运输具有重要作用。本研究从桦树(Betula platyphylla Suk.)的整个基因组中鉴定出 71 个 BpGST 家族成员。大多数成员编码的蛋白质氨基酸长度在 101 至 875 之间,并通过预测被定位到细胞质中。根据基因结构、保守基序和进化分析,BpGST 可分为七个亚家族,其中桦木 U 和 F 亚家族成员居多。GST家族基因与拟南芥(Oryza sativa L.)中的22个基因和拟南芥(Arabidopsis thaliana)中的3个基因具有共线性;启动子顺式作用元件预测GST基因家族在生长、激素调节和非生物胁迫响应方面具有功能。GST F 亚家族(BpGSTFs)的大多数成员在根、茎、叶和叶柄中表达,其中在叶片中的表达量最大。根据F亚家族基因(BpGSTF1至BpGSTF13)在盐胁迫、甘露醇胁迫和ABA胁迫中的表达谱,BpGSTF蛋白似乎具有多种功能,这取决于非生物胁迫的类型;例如,BpGSTs可能在非生物胁迫的不同时期发挥作用。这项研究加深了人们对 GST 基因家族的了解,为进一步探索它们在桦树中的功能奠定了基础。
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引用次数: 0
Characteristics of different aged plantations of Ormosia hosiei with regards to soil microbial biomass and enzymatic activities 不同树龄的细叶奥摩斯种植园在土壤微生物生物量和酶活性方面的特征
IF 3 2区 农林科学 Q1 FORESTRY Pub Date : 2024-08-22 DOI: 10.1007/s11676-024-01774-y
Xiaolong Zhao, Peilin Xie, Xueqian Zhang, Zeyu Ou, Haoxuan Ma, Chun Suo, Jingqi Ma, Pan Wan

Stand age is an important indicator of tree growth and life cycle, and has implications for ecological and biological processes. This study examined changes in soil microbial biomass (SMB) as well as enzyme activities of different aged plantations and revealed their relationship to soil properties. SMB, microbial biomass carbon (MBC), microbial biomass nitrogen (MBN), microbial biomass phosphorous (MBP) and enzyme activities (β-1,4-glucosidase (β-G), β-1,4-xylosidase (β-X), cellobiohydrolase (CBH), leucine aminopeptidase (LAP), β-1,4-n-acetylglucosamine (NAG) and acid phosphatase (ACP)) were measured in Oromosia hosiei plantations of different ages. The soil quality index (SQI) model assessed soil quality. SMB contents significantly decreased in young (7-year-old) and mature plantations (45-year-old) compared to middle-aged (20-year-old) plantations. Activity of soil β-G, β-X, CBH and NAG in the 20-year-old plantations was markedly higher than in the other plantations except for β-G, CBH and NAG in the 45-year-old plantations. Soil organic carbon (SOC), total potassium (TK), total porosity, dissolved organic carbon, nitrate nitrogen (NO3-N) and non-capillary porosity were key factors affecting SMB, while soil bulk density, pH, SOC, NO3-N, TK and forest litter (FL) were the main factors affecting soil enzyme activities. SQI decreased in the order: middle-aged > mature > young. The efficiency of soil organic matter conversion, the effect of nitrogen mineralization and fixation by microorganisms, and the better efficiency of phosphorus utilization in mid-age plantations, which improves soil physical properties, better facilitates tree growth, and further improves the buffering of the soil against acidity and alkalinity. FL quality was the only soil biological factor affecting soil enzyme activity. Our findings demonstrate that different aged plantations affect soil microbial biomass, enzyme activity, and soil quality.

树龄是树木生长和生命周期的一个重要指标,对生态和生物过程具有影响。本研究考察了不同树龄人工林的土壤微生物生物量(SMB)和酶活性的变化,并揭示了它们与土壤特性的关系。土壤微生物生物量(SMB)、微生物生物量碳(MBC)、微生物生物量氮(MBN)、微生物生物量磷(MBP)和酶活性(β-1,4-葡萄糖苷酶(β-G)、β-1,4-木糖苷酶(β-X)、β-1,4-纤维生物水解酶(CB)、β-1,4-木糖苷酶(β-G)、β-1,4-木糖苷酶(β-X测定了不同树龄的奥罗莫西亚细叶乔木种植园的土壤质量指数(SQI)、纤维生物水解酶(CBH)、亮氨酸氨肽酶(LAP)、β-1,4-正乙酰葡糖胺(NAG)和酸性磷酸酶(ACP)。土壤质量指数(SQI)模型评估了土壤质量。与中年种植园(20 年)相比,幼年种植园(7 年)和成熟种植园(45 年)的 SMB 含量明显下降。20 年树龄种植园的土壤 β-G、β-X、CBH 和 NAG 活性明显高于其他种植园,但 45 年树龄种植园的 β-G、CBH 和 NAG 活性除外。土壤有机碳(SOC)、总钾(TK)、总孔隙度、溶解有机碳、硝酸盐氮(NO3--N)和非毛细孔孔隙度是影响 SMB 的主要因素,而土壤容重、pH 值、SOC、NO3--N、TK 和森林枯落物(FL)是影响土壤酶活性的主要因素。SQI的下降顺序为:中年期;成熟期;青年期。中龄种植园土壤有机质转化效率、微生物矿化固氮效果和磷利用效率较高,改善了土壤物理性状,更有利于树木生长,并进一步提高了土壤对酸碱度的缓冲能力。FL 质量是影响土壤酶活性的唯一土壤生物因素。我们的研究结果表明,不同树龄的人工林会影响土壤微生物生物量、酶活性和土壤质量。
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引用次数: 0
Influences of tree characters on throughfall and stemflow from rainfall and fog in Popa Mountain Park, Myanmar 缅甸波帕山公园树木特征对降雨和雾造成的径流和干流的影响
IF 3 2区 农林科学 Q1 FORESTRY Pub Date : 2024-08-13 DOI: 10.1007/s11676-024-01760-4
Yadanar Zaw, Hiroki Oue

Available water for communities is insufficient in the central part of Myanmar due to limited rainfall and surface water resources. Over the last two decades, afforestation and reforestation projects have been implemented in this region to provide sufficient water to local communities, expecting forested areas to store more rainwater than other land uses. However, there has been no research and very limited information on rainfall partitioning into throughfall (TF) and stemflow (SF), particularly concerning tree characters. Gross rainfall, TF under different canopy types, and SF of different tree types were measured in 2019. TF and SF were frequently observed even without rain but under foggy conditions. Therefore, both were partitioned into TF and SF from rainfall and fog individually. Sparser canopies resulted in larger TF from rainfall than denser canopies. However, a denser canopy delivered larger TF from fog than a sparser one. TF rates from rainfall in sparser and denser canopies were 54.5% and 51.5%, respectively, while those from fog were 15.2% and 27.2%, respectively. As a result, total TF rate in the denser canopy (70.7%) was significantly larger than that from the sparser one (64.3%). Short trees with small crown projection area and smooth bark (Type I) resulted in larger SF from rainfall than taller trees with large crown projection area and rough bark (Type II). However, Type II trees resulted in larger SF from fog. SF rates by rainfall from Type I and II trees were 17.5% and 12.2%, respectively, while those by fog were 22.2% and 39.5%, respectively. No significant total SF rates were found for Type I (22.5%) and II trees (20.1%). A denser canopy results in larger TF, and Type I trees result in larger SF. In an area where foggy conditions occur frequently and for a lengthy period, however, Type II trees will result in larger SF. These three tree characters (dense canopies, short trees with small crown projection area and smooth bark, and tall trees with large crown projection area and rough bark) should be considered for afforestation and reforestation projects in the Popa Mountain Park to enhance net water input by forests.

由于降雨量和地表水资源有限,缅甸中部地区社区的可用水资源不足。在过去的二十年里,该地区实施了植树造林和重新造林项目,以向当地社区提供充足的水源,因为人们期望林区能比其他土地用途储存更多的雨水。然而,关于降雨量在直流(TF)和茎流(SF)中的分配,特别是关于树木特征的研究和信息非常有限。2019 年测量了总降雨量、不同树冠类型下的 TF 和不同树种的 SF。即使在无雨但有雾的情况下,也经常观测到 TF 和 SF。因此,将降雨量和雾气分别划分为 TF 和 SF。较稀疏的树冠比密集的树冠从降雨中获得的 TF 更大。然而,较密的树冠比较疏的树冠从雾中获得的 TF 更大。在较稀疏和较稠密的树冠中,降雨的总雨量系数分别为 54.5% 和 51.5%,而雾的总雨量系数分别为 15.2% 和 27.2%。因此,较密树冠的总 TF 率(70.7%)明显高于较疏树冠的总 TF 率(64.3%)。树冠投影面积小、树皮光滑的矮树(I 型)比树冠投影面积大、树皮粗糙的高树(II 型)从降雨中获得的 SF 更大。然而,Ⅱ型树木从雾中获得的 SF 更大。I 类和 II 类树木因降雨产生的 SF 率分别为 17.5% 和 12.2%,而因雾产生的 SF 率分别为 22.2% 和 39.5%。I 类树(22.5%)和 II 类树(20.1%)的总 SF 率没有明显差异。树冠越密集,TF 越大,I 类树的 SF 越大。然而,在经常出现大雾且持续时间较长的地区,II 类树木的 SF 会更大。波帕山公园的造林和再造林项目应考虑这三种树木特征(树冠浓密、树冠投影面积小且树皮光滑的矮树,以及树冠投影面积大且树皮粗糙的高树),以提高森林的净水输入量。
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引用次数: 0
Advancing climate resilience through a geo-design framework: strengthening urban and community forestry for sustainable environmental design 通过地理设计框架提高气候复原力:加强城市和社区林业,促进可持续环境设计
IF 3 2区 农林科学 Q1 FORESTRY Pub Date : 2024-08-12 DOI: 10.1007/s11676-024-01772-0
Xiwei Shen, Mingze Chen, Xiaowei Li, Shu Gao, Qiuyi Yang, Yuhan Wen, Qingqing Sun

Urban and community forestry is a specialized discipline focused on the meticulous management of trees and forests within urban, suburban, and town environments. This field often entails extensive civic involvement and collaborative partnerships with institutions. Its overarching objectives span a spectrum from preserving water quality, habitat, and biodiversity to mitigating the Urban Heat Island (UHI) effect. The UHI phenomenon, characterized by notably higher temperatures in urban areas compared to rural counterparts due to heat absorption by urban infrastructure and limited urban forest coverage, serves as a focal point in this study. The study focuses on developing a methodological framework that integrates Geographically Weighted Regression (GWR), Random Forest (RF), and Suitability Analysis to assess the Urban Heat Island (UHI) effect across different urban zones, aiming to identify areas with varying levels of UHI impact. The framework is designed to assist urban planners and designers in understanding the spatial distribution of UHI and identifying areas where urban forestry initiatives can be strategically implemented to mitigate its effect. Conducted in various London areas, the research provides a comprehensive analysis of the intricate relationship between urban and community forestry and UHI. By mapping the spatial variability of UHI, the framework offers a novel approach to enhancing urban environmental design and advancing urban forestry studies. The study’s findings are expected to provide valuable insights for urban planners and policymakers, aiding in creating healthier and more livable urban environments through informed decision-making in urban forestry management.

城市和社区林业是一门专门学科,侧重于对城市、郊区和城镇环境中的树木和森林进行精细管理。这一领域通常需要广泛的公民参与以及与机构的合作。其总体目标涵盖了从保护水质、栖息地和生物多样性到减轻城市热岛效应(UHI)等多个方面。城市热岛效应的特点是,由于城市基础设施吸热和城市森林覆盖率有限,城市地区的气温明显高于农村地区。本研究的重点是开发一个方法框架,将地理加权回归(GWR)、随机森林(RF)和适宜性分析整合在一起,以评估不同城市区域的城市热岛(UHI)效应,目的是确定具有不同程度 UHI 影响的区域。该框架旨在帮助城市规划者和设计者了解 UHI 的空间分布,并确定在哪些地区可以战略性地实施城市森林计划,以减轻 UHI 的影响。该研究在伦敦多个地区进行,全面分析了城市和社区林业与超高温影响之间错综复杂的关系。通过绘制特高气温指数的空间变化图,该框架为加强城市环境设计和推进城市林业研究提供了一种新方法。研究结果有望为城市规划者和政策制定者提供有价值的见解,通过城市林业管理的明智决策,帮助创造更健康、更宜居的城市环境。
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引用次数: 0
Deciphering nitrogen concentrations in Metasequoia glyptostroboides: a novel approach using RGB images and machine learning 水杉氮浓度解密:一种利用 RGB 图像和机器学习的新方法
IF 3 2区 农林科学 Q1 FORESTRY Pub Date : 2024-08-03 DOI: 10.1007/s11676-024-01769-9
Cong Ma, Ran Tong, Nianfu Zhu, Wenwen Yuan, Yanji Li, G. Geoff Wang, Tonggui Wu

Recent advances in spectral sensing techniques and machine learning (ML) methods have enabled the estimation of plant physiochemical traits. Nitrogen (N) is a primary limiting factor for terrestrial forest growth, but traditional methods for N determination are labor-intensive, time-consuming, and destructive. In this study, we present a rapid, non-destructive method to predict leaf N concentration (LNC) in Metasequoia glyptostroboides plantations under N and phosphorus (P) fertilization using ML techniques and unmanned aerial vehicle (UAV)- based RGB (red, green, blue) images. Nine spectral vegetation indices (VIs) were extracted from the RGB images. The spectral reflectance and VIs were used as input features to construct models for estimating LNC based on support vector machine, random forest (RF), and multiple linear regression, gradient boosting regression and classification and regression trees (CART). The results show that RF is the best fitting model for estimating LNC with a coefficient of determination (R2) of 0.73. Using this model, we evaluated the effects of N and P treatments on LNC and found a significant increase with N and a decrease with P. Height, diameter at breast height (DBH), and crown width of all M. glyptostroboides were analyzed by Pearson correlation with the predicted LNC. DBH was significantly correlated with LNC under N treatment. Our results highlight the potential of combining UAV RGB images with an ML algorithm as an efficient, scalable, and cost-effective method for LNC quantification. Future research can extend this approach to different tree species and different plant traits, paving the way for large-scale, time-efficient plant growth monitoring.

光谱传感技术和机器学习(ML)方法的最新进展使得对植物理化性状的估计成为可能。氮(N)是陆地森林生长的主要限制因素,但传统的氮测定方法耗费大量人力、时间,而且具有破坏性。在本研究中,我们提出了一种快速、非破坏性的方法,利用 ML 技术和基于无人机(UAV)的 RGB(红、绿、蓝)图像来预测水杉在氮磷施肥条件下的叶片氮浓度(LNC)。从 RGB 图像中提取了九种光谱植被指数(VIs)。利用光谱反射率和植被指数作为输入特征,构建了基于支持向量机、随机森林(RF)、多元线性回归、梯度提升回归和分类回归树(CART)的 LNC 估算模型。结果表明,RF 是估计 LNC 的最佳拟合模型,决定系数 (R2) 为 0.73。利用该模型,我们评估了氮和磷处理对 LNC 的影响,发现氮会显著增加,而磷会显著减少。我们通过皮尔逊相关性分析了所有甘蓝小檗的高度、胸径(DBH)和冠幅与预测 LNC 的关系。在氮处理下,DBH 与 LNC 有明显相关性。我们的研究结果凸显了将无人机 RGB 图像与 ML 算法相结合,作为一种高效、可扩展且经济有效的 LNC 定量方法的潜力。未来的研究可以将这种方法扩展到不同的树种和不同的植物性状,为大规模、省时的植物生长监测铺平道路。
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引用次数: 0
Effect of thinning intensity on the carbon sequestration of natural mixed coniferous and broadleaf forests in Xiaoxing’an Mountains, China 疏伐强度对中国小兴安岭针阔混交林碳汇的影响
IF 3 2区 农林科学 Q1 FORESTRY Pub Date : 2024-07-30 DOI: 10.1007/s11676-024-01761-3
Hangfeng Qu, Xibin Dong, Hui Liu, Baoshan Zhang, Tong Gao, Yuan Meng, Yunze Ren, Ying Zhang

To study the effect of thinning intensity on the carbon sequestration by natural mixed coniferous and broadleaf forests in Xiaoxing’an Mountains, China, we established six 100 m × 100 m experimental plots in Dongfanghong Forest that varied in thinning intensity: plot A (10%), B (15%), C (20%), D (25%), E (30%), F (35%), and the control sample area (0%). A principal component analysis was performed using 50 different variables, including species diversity, soil fertility, litter characteristics, canopy structure parameters, and seedling regeneration parameters. The effects of thinning intensity on carbon sequestration were strongest in plot E (0.75), followed by D (0.63), F (0.50), C (0.48), B (0.22), A (0.11), and the control (0.06). The composite score of plot E was the highest, indicating that the carbon sequestration effect was strongest at a thinning intensity of 30%. These findings provide useful insights that could aid the management of natural mixed coniferous and broadleaf forests in Xiaoxing’an Mountains, China. This information has implications for future studies of these forests, and the methods used could aid future ecological assessments of the natural forests in Xiaoxing’an Mountains, China.

为了研究疏伐强度对中国小兴安岭针阔混交林碳汇的影响,我们在东方红林场建立了6个100 m × 100 m的疏伐强度不同的实验小区:A小区(10%)、B小区(15%)、C小区(20%)、D小区(25%)、E小区(30%)、F小区(35%)和对照样区(0%)。利用 50 个不同变量进行了主成分分析,包括物种多样性、土壤肥力、枯落物特征、冠层结构参数和幼苗再生参数。疏伐强度对固碳的影响在 E 小区最强(0.75),其次是 D 小区(0.63)、F 小区(0.50)、C 小区(0.48)、B 小区(0.22)、A 小区(0.11)和对照区(0.06)。E 小区的综合得分最高,表明疏伐强度为 30% 时固碳效果最强。这些发现为中国小兴安岭针阔叶天然混交林的管理提供了有益的启示。这些信息对今后对这些森林的研究具有重要意义,所使用的方法也有助于今后对中国小兴安岭天然林进行生态评估。
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引用次数: 0
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Journal of Forestry Research
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