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The Impact of the Governance Fragmentation of Forestry Communities on the Economic Performance of State-Owned Forest Enterprises in Northeast China: An Empirical Analysis Based on the Transaction Cost Perspective 林业社区治理碎片化对中国东北地区国有林业企业经济绩效的影响:基于交易成本视角的实证分析
IF 2.9 2区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2024-06-14 DOI: 10.3390/f15061035
Yuan Ji, Shenwei Wan, Shuifa Ke
The 2015 reform of state-owned forest regions (SOFRs) in Northeast China required state-owned forest enterprises (SOFEs) to transfer their governmental and social roles to local authorities. This transition, however, created fragmented governance within forestry communities due to the absence of cooperative mechanisms between SOFEs and local governments. This study examines the economic effects of this governance fragmentation on SOFEs and explores the underlying mechanisms. The research combines new institutional economics and transaction cost theory to develop hypotheses and employs empirical analysis using fixed-effects models on data from 39 SOFEs, belonging to two forest industry groups from 2015 to 2022, collected through surveys and field investigations. The findings indicate that governance fragmentation has a significant negative impact on the economic performance of SOFEs. The high transaction costs incurred by SOFEs in achieving community co-governance with local governments are identified as a key mediating mechanism. These costs lead to resource dispersion and diminished trust between SOFEs and local governments. The economic impact of this governance fragmentation varies based on the economic conditions of the SOFEs, their operational scales, and the clarity of geographical management boundaries with local governments. To mitigate the adverse effects of governance fragmentation, the study suggests proactive institutional designs to reduce transaction costs. These findings offer new insights into the corporate social responsibilities of Chinese SOFEs and suggest improvements in the governance structures of forestry communities in SOFRs in Northeast China. Additionally, the study expands the application of transaction cost theory in public affairs governance and enhances quantitative research on the economic impact on enterprises.
2015 年中国东北国有林区(SOFRs)改革要求国有林业企业(SOFEs)将其政府和社会角色移交给地方政府。然而,由于国有林企与地方政府之间缺乏合作机制,这一转型在林业社区内部造成了治理碎片化。本研究考察了这种治理碎片化对国有林场的经济影响,并探讨了其背后的机制。研究结合新制度经济学和交易成本理论提出假设,并采用固定效应模型对 2015 年至 2022 年期间通过调查和实地考察收集到的隶属于两个林业产业集团的 39 家国有林场的数据进行实证分析。研究结果表明,治理碎片化对国有林场的经济绩效有显著的负面影响。国有林场在实现与地方政府的社区共治过程中产生的高昂交易成本被认为是一个关键的中介机制。这些成本导致资源分散,并削弱了 SOFE 与地方政府之间的信任。这种治理分散的经济影响因国有企业的经济条件、经营规模以及与地方政府的地理管理边界的清晰度而异。为减轻治理分散带来的不利影响,研究提出了积极的制度设计建议,以降低交易成本。这些发现为了解中国国有林场的企业社会责任提供了新的视角,并为改善中国东北地区国有林场林业社区的治理结构提出了建议。此外,本研究还拓展了交易成本理论在公共事务治理中的应用,并加强了对企业经济影响的定量研究。
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引用次数: 0
Predicting the Potential Distribution of Quercus oxyphylla in China under Climate Change Scenarios 预测气候变化情景下枹栎在中国的潜在分布情况
IF 2.9 2区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2024-06-14 DOI: 10.3390/f15061033
Shuhan Chen, Cheng-ming You, Zheng Zhang, Zhenfeng Xu
Global climate changes are expected to profoundly shape species distribution. Quercus oxyphylla, a valuable evergreen broad-leaved tree species, is rigorously conserved and managed in China owing to its substantial scientific, economic, and ecological value. However, the impact of projected climate change on its future distribution and potential climatic drivers remains unclear. Here, a maximum entropy model (MaxEnt) was used to explore the distribution of Q. oxyphylla in China under current conditions and three future scenarios (SSP1-2.6, SSP2-4.5, and SSP5-8.5) for the 2050s and 2070s. We optimized the model using the ‘ENMeval’ package to obtain the best parameter combination (RM = 1, FC = LQHPT), and multiple evaluation metrics (AUC ≥ 0.9; TSS ≥ 0.6; Kappa ≥ 0.75) verified the high accuracy of the model and the reliability of the prediction results. We found the following: (1) The potential distribution of Q. oxyphylla spans across 28 provinces in China under current climatic conditions, predominantly in southern regions, with Sichuan exhibiting the largest suitable area for survival. The total suitable habitat covers 244.98 × 104 km2, comprising highly, moderately, and poorly suitable habitats of 51.66 × 104 km2, 65.98 × 104 km2, and 127.34 × 104 km2, respectively. (2) Under future climate conditions, the overall geographical boundaries of Q. oxyphylla are predicted to remain similar to the present one, with an increase of 10.29% in the 2050s and 11.31% in the 2070s. In the 2050s, the total suitable habitats for Q. oxyphylla under the three scenarios (SSP1-2.6, SSP2-4.5, and SSP5-8.5) might increase by 8.83%, 9.62%, and 12.42%, while in the 2070s they might increase by 10.39%, 17.21%, and 6.33%, respectively. (3) Moreover, the centroid of the suitable area is expected to migrate southwestward under the three scenarios in the future. (4) Annual precipitation, isothermality, and temperature annual range emerged as the main factors influencing the distribution of Q. oxyphylla, with contributions of 55.9%, 25.7%, and 13.5%, respectively. Our findings refined the spatial arrangement of Q. oxyphylla growth and revealed its climate resilience. This suggested that under climate change, Sichuan and Shaanxi are the optimal regions for cultivation and management, while appropriate conservation strategies should be formulated in Tibet and Hubei.
全球气候变化预计将深刻影响物种分布。柞树是一种珍贵的常绿阔叶树种,由于其巨大的科学、经济和生态价值,中国对其进行了严格的保护和管理。然而,预测的气候变化对其未来分布和潜在气候驱动因素的影响仍不清楚。在此,我们利用最大熵模型(MaxEnt)探讨了在当前条件下以及未来三种情景(SSP1-2.6、SSP2-4.5 和 SSP5-8.5)下,2050 年代和 2070 年代中国红豆杉的分布情况。我们利用 "ENMeval "软件包对模型进行了优化,得到了最佳参数组合(RM = 1, FC = LQHPT),多个评价指标(AUC ≥ 0.9; TSS ≥ 0.6; Kappa ≥ 0.75)验证了模型的高准确性和预测结果的可靠性。我们发现了以下几点:(1) 在当前气候条件下,Q. oxyphylla 的潜在分布范围横跨中国 28 个省份,主要分布在南方地区,其中四川的适宜生存面积最大。适宜栖息地总面积为 244.98 × 104 km2,包括高度、中度和低度适宜栖息地,分别为 51.66 × 104 km2、65.98 × 104 km2 和 127.34 × 104 km2。(2) 在未来气候条件下,预计 Q. oxyphylla 的总体地理边界将与目前相似,2050 年代将增加 10.29%,2070 年代将增加 11.31%。在 2050 年代,三种情景(SSP1-2.6、SSP2-4.5 和 SSP5-8.5)下的红叶石楠适宜栖息地总量可能分别增加 8.83%、9.62% 和 12.42%,而在 2070 年代可能分别增加 10.39%、17.21% 和 6.33%。(3) 此外,在三种情景下,预计未来适宜区的中心点将向西南方向移动。(4)年降水量、等温线和气温年变化幅度是影响红豆杉分布的主要因素,其贡献率分别为 55.9%、25.7% 和 13.5%。我们的研究结果完善了红豆杉生长的空间布局,并揭示了其对气候的适应能力。这表明,在气候变化条件下,四川和陕西是最佳的栽培和管理区域,而西藏和湖北则应制定适当的保护策略。
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引用次数: 0
The Added Value of Urban Trees (Tilia tomentosa Moench, Fraxinus excelsior L. and Pinus nigra J.F. Arnold) in Terms of Air Pollutant Removal 城市树木(Tilia tomentosa Moench、Fraxinus excelsior L. 和 Pinus nigra J.F. Arnold)在清除空气污染物方面的附加值
IF 2.9 2区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2024-06-14 DOI: 10.3390/f15061034
S. Petrova
The serious densification of human settlements necessitates an increase in the role and importance of green infrastructures in the overall functioning of urban ecosystems. Accordingly, the aim of the present study was to (1) assess the efficiency of air pollutant removal (potentially toxic elements) of three common ornamental trees (Tilia tomentosa Moench, Fraxinus excelsior L. and Pinus nigra J.F. Arnold) and (2) model the air quality regulatory services (removal of PM10, PM2.5 and NO2). Three different approaches were applied—enrichment factor (EF) and metal accumulation factor (MAI) per tree species, as well as simulation modeling for the whole urban forest. The MAI values of the three studied species were found to be very similar, in the range of 22.35 to 23.08, which suggests that these species could be a good choice for planting in urban areas with worsened air quality. The highest EF values were observed for U (3–18), followed by As (1.6–2.56) and Sr (0.87–2.46). The potential of urban forests in countering air pollution was highlighted by three simulated scenarios for PM10, PM2.5 and NO2 removal. The highest removal efficiency was calculated for evergreen species, followed by the mixed composition of deciduous (90%) and evergreen trees (10%), and the scenario with wholly deciduous trees had the lowest one. The contribution of nature-based solutions in meeting air quality standards and enhancing resilience in urban areas was clearly demonstrated. The functional complementarity of the different functional tree groups (coniferous, evergreen and deciduous broad-leaved species) was proven to be crucial for the support of both functional stabilities of the phytocenosis under diverse climatic conditions and during the change of seasonal cycles in the vegetation.
人类居住区的严重密集化要求提高绿色基础设施在城市生态系统整体功能中的作用和重要性。因此,本研究的目的是:(1) 评估三种常见观赏树木(Tilia tomentosa Moench、Fraxinus excelsior L. 和 Pinus nigra J.F. Arnold)去除空气污染物(潜在有毒元素)的效率;(2) 建立空气质量调节服务模型(去除 PM10、PM2.5 和 NO2)。采用了三种不同的方法--每个树种的富集因子(EF)和金属积累因子(MAI),以及整个城市森林的模拟建模。研究发现,三种树种的 MAI 值非常接近,在 22.35 到 23.08 之间,这表明这些树种是在空气质量恶化的城市地区种植的良好选择。据观察,铀的 EF 值最高(3-18),其次是砷(1.6-2.56)和锶(0.87-2.46)。通过对 PM10、PM2.5 和 NO2 清除率的三种模拟情景,突出了城市森林在应对空气污染方面的潜力。常绿树种的去除效率最高,其次是落叶树(90%)和常绿树(10%)混合组成的方案,而完全采用落叶树的方案去除效率最低。以自然为基础的解决方案在满足空气质量标准和提高城市地区恢复能力方面的贡献得到了清楚的证明。事实证明,不同功能树种(针叶树、常绿树和落叶阔叶树)之间的功能互补性对于植物群落在不同气候条件下和植被季节周期变化期间的功能稳定性至关重要。
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引用次数: 0
Topographic Variation in Ecosystem Multifunctionality in an Old-Growth Subtropical Forest 亚热带原始森林生态系统多功能性的地形差异
IF 2.9 2区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2024-06-14 DOI: 10.3390/f15061032
Jiaming Wang, Han Xu, Qingsong Yang, Yuying Li, Mingfei Ji, Yepu Li, Zhongbing Chang, Yangyi Qin, Qiushi Yu, Xihua Wang
Exploring the relationship between topography and forest multifunctionality enhances understanding of the mechanisms maintaining forest multifunctionality and proves beneficial for managing overall forest functions across different landscapes. Leveraging census data from a 20 ha subtropical forest plot, we investigated the topographic variations in individual functions, multifunctionality, and their interrelationships. Our results revealed that relative to lower elevations, higher elevations had higher woody productivity, sapling growth, and recruitment that drove higher average forest multifunctionality (FMA). However, forest multifunctionality at the 50% threshold level (FMt50) had no significant difference between high and low elevations. Compared with the valley and slope, higher woody productivity, higher sapling recruitment, and higher soil organic carbon stock drove higher forest multifunctionality (FMA and FMt50) in the ridge. These results indicate the ridge serves as a forest multifunctionality “hotspot” within the Tiantong 20 hm2 plot. Additionally, relative to the low elevation, the degree of synergy among functions at the high elevation was significantly lower, indicating difficulties in attaining high forest multifunctionality at the high elevation. Our work underscores the importance of topography in regulating subtropical forest multifunctionality and relationships between forest functions at a local scale, suggesting that future forest management strategies (such as regulating synergistic or trade-off relationships between functions) should give particular attention to topographic conditions.
探索地形与森林多功能性之间的关系可加深对维持森林多功能性机制的理解,并有利于管理不同地貌的整体森林功能。利用 20 公顷亚热带森林小区的普查数据,我们研究了单个功能、多功能性及其相互关系的地形变化。我们的研究结果表明,相对于低海拔地区,高海拔地区的木质生产力、树苗生长和更新率更高,从而推动了更高的平均森林多功能性(FMA)。然而,50%阈值水平(FMt50)的森林多功能性在高海拔和低海拔之间没有显著差异。与山谷和山坡相比,山脊地区更高的林木生产力、更高的树苗更新率和更高的土壤有机碳储量推动了更高的森林多功能性(FMA 和 FMt50)。这些结果表明,在天童 20 hm2 小区内,山脊是森林多功能性的 "热点"。此外,相对于低海拔地区,高海拔地区的功能协同程度明显较低,这表明在高海拔地区实现高森林多功能性存在困难。我们的研究强调了地形在局部尺度上调节亚热带森林多功能性和森林功能间关系的重要性,表明未来的森林管理策略(如调节功能间的协同或权衡关系)应特别关注地形条件。
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引用次数: 0
Soybean Meal–Oxidized Lignin as Bio-Hybridized Wood Panel Adhesives with Increased Water Resistance 豆粕氧化木质素作为生物杂化木板粘合剂可提高防水性
IF 2.9 2区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2024-06-14 DOI: 10.3390/f15061036
Wenbin Zhang, Chengyuan Liu, Zhiyuan Du, Hui Wang, G. Du, Hisham Essawy, Hong Lei, Xuedong Xi, Xiaojian Zhou, Ming Cao
Soybean meal (SM) adhesive is widely acknowledged as a viable substitute for traditional formaldehyde-based adhesives, given its ability to be easily modified, the utilization of renewable sources, and its eco-friendly characteristics. However, the application of SM adhesive in manufacturing has been impeded due to its restricted bonding capacity and inadequate water resistance. Researchers in the wood industry have recognized the significance of creating an SM-based adhesive, which possesses remarkable adhesive strength and resistance to water. This study endeavors to tackle the issue of inadequate water resistance in SM adhesives. Sodium lignosulfonate (L) was oxidized using hydrogen peroxide (HP) to oxidized lignin (OL) with a quinone structure. OL was then used as a modifier, being blended with SM to prepare SM-based biomass (OLS) adhesives with good water resistance, which was found practically through its utilization in the production of plywood. The influence of the HP dosage and OL addition on plywood properties was examined. The changes in the lignin structure before and after oxidation were confirmed using gel permeation chromatography (GPC), Fourier transform infrared spectroscopy (FT-IR), and X-ray photoelectron spectroscopy (XPS). The curing behavior and thermal stability of OLS adhesives were analyzed using dynamic mechanical analysis (DMA) and thermogravimetric (TG) analysis. The reaction mechanism was also investigated using FT-IR and XPS. The outcomes indicated a decrease in the molecular weight of L after oxidation using HP, and, at the same time, quinone and aldehyde functionalized structures were produced. As a result of the reaction between the quinone and aldehyde groups in OL with the amino groups in SM, a dense network structure formed, enhancing the water resistance of the adhesive significantly. The adhesive displayed exceptional resistance to water when the HP dosage was set at 10% of L and the OL addition was 10% based on the mass of SM. These specific conditions led to a notable enhancement in the wet bonding strength (63 °C, 3 h) of the plywood prepared using the adhesive, reaching 0.88 ± 0.14 MPa. This value represents a remarkable 125.6% increase when compared to the pure SM adhesive (0.39 ± 0.02 MPa). The findings from this study introduce a novel approach for developing adhesives that exhibit exceptional water resistance.
大豆粉(SM)粘合剂因其易于改性、可利用可再生资源和生态友好的特点,被广泛认为是传统甲醛基粘合剂的可行替代品。然而,由于 SM 粘合剂的粘合能力有限且耐水性不足,其在制造业中的应用一直受到阻碍。木材行业的研究人员已经认识到制造一种 SM 基粘合剂的重要性,这种粘合剂具有出色的粘合强度和耐水性。本研究致力于解决 SM 粘合剂耐水性不足的问题。木质素磺酸钠(L)通过过氧化氢(HP)氧化成具有醌结构的氧化木质素(OL)。然后将 OL 用作改性剂,与 SM 混合,制备出具有良好耐水性的 SM 基生物质(OLS)粘合剂。研究了 HP 用量和 OL 添加量对胶合板性能的影响。使用凝胶渗透色谱法(GPC)、傅立叶变换红外光谱法(FT-IR)和 X 射线光电子能谱法(XPS)证实了氧化前后木质素结构的变化。使用动态机械分析法(DMA)和热重分析法(TG)分析了 OLS 粘合剂的固化行为和热稳定性。此外,还利用傅立叶变换红外光谱和 XPS 对反应机理进行了研究。结果表明,使用 HP 氧化后,L 的分子量降低,同时产生了醌和醛官能化结构。由于 OL 中的醌基和醛基与 SM 中的氨基发生反应,形成了致密的网络结构,显著提高了粘合剂的耐水性。当 HP 用量设定为 L 的 10%,OL 添加量为 SM 质量的 10%时,粘合剂显示出优异的耐水性。在这些特定条件下,使用该粘合剂制备的胶合板的湿粘合强度(63 °C,3 小时)显著提高,达到 0.88 ± 0.14 兆帕。与纯 SM 粘合剂(0.39 ± 0.02 兆帕)相比,该值显著提高了 125.6%。这项研究的结果为开发具有优异防水性能的粘合剂提供了一种新方法。
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引用次数: 0
A Reliable DBH Estimation Method Using Terrestrial LiDAR Points through Polar Coordinate Transformation and Progressive Outlier Removal 通过极坐标变换和渐进式离群点去除,使用陆地激光雷达点估算 DBH 的可靠方法
IF 2.9 2区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2024-06-13 DOI: 10.3390/f15061031
Z. Hui, Lei Lin, Shuanggen Jin, Yuanping Xia, Yao Yevenyo Ziggah
Diameter at breast height (DBH) is a crucial parameter for forest inventory. However, accurately estimating DBH remains challenging due to the noisy and incomplete cross-sectional points. To address this, this paper proposed a reliable DBH estimation method using terrestrial LiDAR points through polar coordinate transformation and progressive outlier removal. In this paper, the initial center was initially detected by rasterizing the convex hull, and then the Cartesian coordinates were transformed into polar coordinates. In the polar coordinate system, the outliers were classified as low and high outliers according to the distribution of polar radius difference. Both types of outliers were then removed using adaptive thresholds and the moving least squares algorithm. Finally, DBH was estimated by calculating the definite integral of arc length in the polar coordinate system. Twenty publicly available individual trees were adopted for the test. Experimental results indicated that the proposed method performs better than the other four classical DBH estimation methods. Furthermore, several extreme cases scanned using terrestrial LiDAR in practice, such as cross-sectional points with lots of outliers or larger data gaps, were also tested. Experimental results demonstrate that the proposed method accurately calculates DBH even in these challenging cases.
胸径(DBH)是森林资源清查的一个重要参数。然而,由于横截面点的噪声和不完整性,准确估算 DBH 仍然具有挑战性。针对这一问题,本文提出了一种可靠的 DBH 估算方法,通过极坐标变换和渐进式离群点去除,利用地面激光雷达点进行估算。本文首先通过栅格化凸壳检测初始中心,然后将直角坐标转换为极坐标。在极坐标系中,根据极半径差的分布将离群值分为低离群值和高离群值。然后使用自适应阈值和移动最小二乘法算法去除这两类离群值。最后,通过计算极坐标系中弧长的定积分来估算 DBH。测试采用了 20 棵可公开获取的个体树木。实验结果表明,所提出的方法比其他四种经典的 DBH 估算方法性能更好。此外,还测试了在实践中使用陆地激光雷达扫描的几种极端情况,如具有大量异常值或较大数据缺口的断面点。实验结果表明,即使在这些具有挑战性的情况下,所提出的方法也能准确计算出 DBH。
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引用次数: 0
Optimizing Hardwood Lignin Precipitation from Kraft Black Liquor: A Study of Temperature and pH Effects 优化从牛皮纸黑液中沉淀硬木木质素:温度和 pH 值影响研究
IF 2.9 2区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2024-06-13 DOI: 10.3390/f15061028
Richard Nadányi, G. Zinovyev, Matúš Majerčiak, Martin Štosel, Michal Jablonský, A. Ház
Lignin, a complex and heterogeneous biopolymer derived from wood, holds immense potential as a sustainable feedstock for various industrial applications. Kraft pulping, a widely employed process in the paper industry, generates black liquor containing lignin along with other organic and inorganic compounds. The precipitation of lignin from black liquor offers an opportunity for valorization, contributing to the circular economy and reducing the environmental impact. Although the precipitation process of softwood lignin is extensively documented and outlined in the existing literature, the identical process originating from hardwood-derived black liquor poses challenges attributed to the distinct composition of hardwood. This study systematically investigates the individual and combined influences of temperature and pH on the precipitation of hardwood lignin from kraft black liquor, utilizing a factorial design to evaluate lignin functional characteristics. The characterization of the precipitated lignin was performed using various analytical techniques, mainly NIR, elemental composition, UV-VIS, and calorimetry. The results reveal remarkable interactions between temperature and pH, indicating their synergistic effects on lignin precipitation. The optimal conditions for hardwood lignin precipitation were identified and successfully upscaled during piloting experiments conducted under industrial conditions. This research provides valuable insights into the fundamental factors governing hardwood lignin precipitation from kraft black liquor and offers a basis for the development of efficient and sustainable lignin recovery processes in the pulp and paper industry.
木质素是从木材中提取的一种复杂的异质生物聚合物,作为一种可持续原料,它在各种工业应用中都具有巨大的潜力。造纸业广泛采用的牛皮纸制浆工艺会产生含有木质素及其他有机和无机化合物的黑液。从黑液中沉淀木质素可以实现资源化,促进循环经济并减少对环境的影响。虽然软木木质素的沉淀过程在现有文献中已有大量记载和概述,但由于硬木成分的独特性,源自硬木衍生黑液的相同过程带来了挑战。本研究采用因子设计评估木质素的功能特性,系统地研究了温度和 pH 值对牛皮纸黑液中硬木木质素沉淀的单独和综合影响。沉淀木质素的表征采用了多种分析技术,主要是近红外光谱、元素组成、紫外可见分光光度法和量热法。结果显示,温度和 pH 值之间存在明显的相互作用,表明它们对木质素沉淀具有协同作用。在工业条件下进行的试点实验中,确定了硬木木质素沉淀的最佳条件,并成功进行了放大。这项研究为了解牛皮纸黑液中硬木木质素沉淀的基本因素提供了宝贵的见解,并为制浆造纸工业开发高效、可持续的木质素回收工艺奠定了基础。
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引用次数: 0
Environmental Response of Tree Species Distribution in Northeast China with the Joint Species Distribution Model 物种联合分布模型对中国东北地区树种分布的环境响应
IF 2.9 2区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2024-06-13 DOI: 10.3390/f15061026
Juan Yong, Guangshuang Duan, Shaozhi Chen, Xiangdong Lei
The composition, distribution, and growth of native natural forests are important references for the restoration, structural adjustment, and close-to-nature transformation of artificial forests. The joint species distribution model is a powerful tool for analyzing community structure and interspecific relationships. It has been widely used in biogeography, community ecology, and animal ecology, but it has not been extended to natural forest conservation and restoration in China. Therefore, based on the 9th National Forest Inventory data in Jilin Province, combined with environmental factors and functional traits of tree species, this study adopted the joint species distribution model—including a model with all variables (model FULL), a model with environmental factors (model ENV), and a model with spatial factors (model SPACE)—to examine the distribution of multiple tree species. The results show that, in models FULL and ENV, the environmental factors explaining the model variation were ranked as follows, climate > site > soil. The explanatory power was as follows: model FULL (AUC = 0.8325, Tjur R2 = 0.2326) > model ENV (AUC = 0.7664, Tjur R2 = 0.1454) > model SPACE (AUC = 0.7297, Tjur R2 = 0.1346). Tree species niches in model ENV were similar to those in model FULL. Compared to predictive power, we found that the information transmitted by environmental and spatial predictors overlaps, so the choice between model FULL and ENV should be based on the purpose of the model, rather than the difference in predictive ability. Both models can be used to study the adaptive distribution of multiple tree species in northeast China.
原生天然林的组成、分布和生长情况是人工林恢复、结构调整和近自然改造的重要参考依据。物种联合分布模型是分析群落结构和种间关系的有力工具。该模型已广泛应用于生物地理学、群落生态学和动物生态学等领域,但在中国尚未推广到天然林保护与恢复领域。因此,本研究以吉林省第九次全国森林资源清查数据为基础,结合环境因子和树种功能性状,采用树种联合分布模型--包括所有变量模型(FULL模型)、环境因子模型(ENV模型)和空间因子模型(SPACE模型)--研究多种树种的分布。结果表明,在 FULL 模型和 ENV 模型中,解释模型变化的环境因素排序如下:气候 > 地点 > 土壤。解释力如下:模型 FULL(AUC = 0.8325,Tjur R2 = 0.2326)> 模型 ENV(AUC = 0.7664,Tjur R2 = 0.1454)> 模型 SPACE(AUC = 0.7297,Tjur R2 = 0.1346)。模型 ENV 中的树种生态位与模型 FULL 中的相似。与预测能力相比,我们发现环境预测因子和空间预测因子所传递的信息是重叠的,因此在选择 FULL 模型还是 ENV 模型时应基于模型的目的,而不是预测能力的差异。两种模型均可用于研究中国东北地区多种树种的适应性分布。
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引用次数: 0
Forest Fire Image Deblurring Based on Spatial–Frequency Domain Fusion 基于空间-频率域融合的森林火灾图像去毛刺技术
IF 2.9 2区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2024-06-13 DOI: 10.3390/f15061030
Xueyi Kong, Yunfei Liu, Ruipeng Han, Shuang Li, Han Liu
UAVs are commonly used in forest fire detection, but the captured fire images often suffer from blurring due to the rapid motion between the airborne camera and the fire target. In this study, a multi-input, multi-output U-Net architecture that combines spatial domain and frequency domain information is proposed for image deblurring. The architecture includes a multi-branch dilated convolution attention residual module in the encoder to enhance receptive fields and address local features and texture detail limitations. A feature-fusion module integrating spatial frequency domains is also included in the skip connection structure to reduce feature loss and enhance deblurring performance. Additionally, a multi-channel convolution attention residual module in the decoders improves the reconstruction of local and contextual information. A weighted loss function is utilized to enhance network stability and generalization. Experimental results demonstrate that the proposed model outperforms popular models in terms of subjective perception and quantitative evaluation, achieving a PSNR of 32.26 dB, SSIM of 0.955, LGF of 10.93, and SMD of 34.31 on the self-built forest fire datasets and reaching 86% of the optimal PSNR and 87% of the optimal SSIM. In experiments without reference images, the model performs well in terms of LGF and SMD. The results obtained by this model are superior to the currently popular SRN and MPRNet models.
无人机常用于林火探测,但由于机载相机和火场目标之间的快速运动,捕捉到的火场图像往往会出现模糊现象。本研究提出了一种结合空间域和频域信息的多输入、多输出 U-Net 架构,用于图像去模糊。该架构包括编码器中的多分支扩张卷积注意残差模块,以增强感受野,解决局部特征和纹理细节限制问题。跳转连接结构中还包括一个整合空间频率域的特征融合模块,以减少特征损失,提高去模糊性能。此外,解码器中的多通道卷积注意残差模块可改善局部信息和上下文信息的重建。利用加权损失函数增强了网络的稳定性和泛化能力。实验结果表明,在主观感知和定量评估方面,所提出的模型优于流行的模型,在自建的森林火灾数据集上实现了 32.26 dB 的 PSNR、0.955 的 SSIM、10.93 的 LGF 和 34.31 的 SMD,达到了最佳 PSNR 的 86% 和最佳 SSIM 的 87%。在没有参考图像的实验中,该模型在 LGF 和 SMD 方面表现良好。该模型获得的结果优于目前流行的 SRN 和 MPRNet 模型。
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引用次数: 0
Converting Low-Productivity Pasture to Well-Managed Pasture and Silvopastoral System Cause Relevant Changes in Soil Chemical and Microbiological Characteristics 将低生产力牧场转变为管理良好的牧场和造林放牧系统会导致土壤化学和微生物特征发生相关变化
IF 2.9 2区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2024-06-13 DOI: 10.3390/f15061029
Libério Junio da Silva, I. C. Freitas, Luiz Henrique Gomes de Abreu, D. M. Oliveira, D. L. A. Barbosa, C. Figueredo, Vagner Luis Camilotti, Marcus Vinícius Teixeira, L. A. Frazão
This study evaluated the chemical and microbiological soil attributes in a silvopastoral system compared to well-managed pasture, degraded pasture, and Cerrado vegetation in Brazil. A randomized design with four replications was employed to collect soil samples at seven depths. These samples were analyzed for carbon (C), nitrogen (N), pH, phosphorus (P), potassium (K), calcium (Ca), magnesium (Mg), and cation exchange capacity (CEC). Soil microbial attributes were also evaluated at three depths during the dry and wet seasons. Carbon stocks in the evaluated systems varied (0–100 cm), with the highest stocks found in well-managed pasture (MP) (129.5 Mg C ha−1), followed by the silvopastoral system (SPS) (106.6 Mg C ha−1), and the lowest values in native vegetation (NV) (84.8 Mg C ha−1) and degraded pasture (DP) (63.4 Mg C ha−1). Higher pH and base sum were observed in MP. Soil microbial biomass (Cmic) did not differ between treatments during the wet season but was generally higher in MP and lower in DP during the dry season. MP effectively regulated the chemical and biological quality of the soil. The SPS demonstrated that it is possible to combine the cultivation of trees and pastures in the same area, contributing to the improvement of the chemical and biological attributes of the soil in the Brazilian Cerrado.
本研究评估了巴西一个林牧系统与管理良好的牧场、退化的牧场和 Cerrado 植被相比的化学和微生物土壤属性。研究采用了四次重复的随机设计,在七个深度采集土壤样本。对这些样本进行了碳(C)、氮(N)、pH 值、磷(P)、钾(K)、钙(Ca)、镁(Mg)和阳离子交换容量(CEC)分析。在旱季和雨季,还对三个深度的土壤微生物属性进行了评估。评估系统中的碳储量各不相同(0-100 厘米),其中管理良好的牧场(MP)碳储量最高(129.5 兆克碳/公顷),其次是林牧系统(SPS)(106.6 兆克碳/公顷),本地植被(NV)(84.8 兆克碳/公顷)和退化牧场(DP)(63.4 兆克碳/公顷)碳储量最低。在 MP 中观察到较高的 pH 值和碱度总和。不同处理的土壤微生物生物量(Cmic)在雨季没有差异,但在旱季,MP 处理的土壤微生物生物量普遍较高,而 DP 处理的土壤微生物生物量较低。MP 能有效调节土壤的化学和生物质量。SPS表明,在同一地区结合种植树木和牧草是可行的,有助于改善巴西塞拉多地区土壤的化学和生物属性。
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引用次数: 0
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