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Predicting factual sawlog volumes in Scots pine dominated forests using airborne laser scanning data 利用机载激光扫描数据预测苏格兰松林的实际锯木量
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2019-01-01 DOI: 10.14214/sf.10183
Tomi Karjalainen, P. Packalen, J. Räty, M. Maltamo
The aim in the study was to compare alternatives for the prediction of factual sawlog volumes using airborne laser scanning (ALS) data in Scots pine ( L.) dominated forests in eastern Finland. Accurate estimates of factual sawlog volume are desirable to ease the planning of harvesting operations. The factual sawlog volume of pines was derived from visual bucking, i.e. a procedure where the defects were located on each stem during sample plot measurements. For other species, the theoretical sawlog volume was considered also as the factual sawlog volume due to data restrictions. We predicted factual sawlog volume with eight alternatives that were based on either linear mixed-effects models or k-nearest neighbour imputations. An existing sawlog reduction model, commonly used in Finland, was also tested individually and combined with a number of the alternatives, and site type information was also utilised. Model fitting and prediction was implemented at the 15 × 15 m level, but accuracy was assessed at the 30 × 30 m level. The relative root mean squared error (RMSE%) values for the factual sawlog volume predictions varied between 20.9% and 33.5%, and the best accuracy was obtained with a linear mixed-effects model. These results indicate that factual sawlog volumes in Scots pine dominated forests can be predicted with reasonable accuracy with ALS data.Pinus sylvestris
本研究的目的是比较在芬兰东部以苏格兰松(L.)为主的森林中使用机载激光扫描(ALS)数据预测实际锯木量的替代方案。对实际锯木量的准确估计对于简化采伐作业的规划是可取的。松树的实际锯木体积来源于视觉屈曲,即在样本地块测量期间,缺陷位于每个茎上的程序。对于其他物种,由于数据的限制,理论锯材体积也被认为是事实锯材体积。我们使用基于线性混合效应模型或k近邻imputations的八种替代方法预测了实际锯木量。芬兰常用的现有锯木减少模型也分别进行了测试,并与许多替代方案相结合,还利用了场地类型信息。模型拟合和预测在15 ×15 m水平进行,但精度在30 ×30 m水平进行评估。实际锯木体积预测的相对均方根误差(RMSE%)值在20.9% ~ 33.5%之间,线性混合效应模型的准确度最高。这些结果表明,利用ALS数据可以较准确地预测苏格兰松林的实际锯木量。抗旱性
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引用次数: 5
Seasonal dynamics of lingonberry and blueberry spectra 越橘和蓝莓光谱的季节动态
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2019-01-01 DOI: 10.14214/SF.10150
Petri R. Forsström, J. Peltoniemi, M. Rautiainen
Accurate mapping of the spatial distribution of understory species from spectral images requires ground reference data which represent the prevailing phenological stage at the time of image acquisition. We measured the spectral bidirectional reflectance factors (BRFs, 350–2500 nm) at varying view angles for lingonberry ( L.) and blueberry ( L.) throughout the growing season of 2017 using Finnish Geospatial Research Institute’s FIGIFIGO field goniometer. Additionally, we measured spectra of leaves and berries of both species, and flowers of lingonberry. Both lingonberry and blueberry showed seasonality in visible and near-infrared spectral regions which was linked to occurrences of leaf growth, flowering, berrying, and leaf senescence. The seasonality of spectra differed between species due to different phenologies (evergreen vs. deciduous). Vegetation indices, normalized difference vegetation index (NDVI), moisture stress index (MSI), plant senescence reflectance index (PSRI), and red-edge inflection point (REIP2), showed characteristic seasonal trends. NDVI and PSRI were sensitive to the presence of flowers and berries of lingonberry, while with blueberry the effects were less evident. Off-nadir observations supported differentiating the dwarf shrub species from each other but showed little improvement for detection of flowers and berries. Lingonberry and blueberry can be identified by their spectral signatures if ground reference data are available over the entire growing season. The spectral data measured in this study are reposited in the publicly open SPECCHIO Spectral Information System.Vaccinium vitis-idaeaVaccinium myrtillus
从光谱图像中准确绘制林下物种的空间分布需要地面参考数据,这些数据代表了图像采集时的主要物候阶段。利用芬兰地理空间研究所的FIGIFIGO田间测角仪测量了2017年整个生长季越橘(L.)和蓝莓(L.)在不同视角下的光谱双向反射因子(BRFs, 350 ~ 2500nm)。此外,我们还测量了两种越橘的叶片和浆果以及越橘花的光谱。越橘和蓝莓在可见光和近红外光谱区均表现出季节性,这与叶片生长、开花、结果和叶片衰老的发生有关。由于物候(常绿与落叶)的不同,光谱的季节性也不同。植被指数、归一化植被差异指数(NDVI)、水分胁迫指数(MSI)、植物衰老反射率指数(PSRI)和红边拐点(REIP2)呈现出明显的季节变化特征。NDVI和PSRI对越橘花和浆果的存在敏感,而对蓝莓的影响不太明显。非最低点观测支持矮灌木物种之间的区分,但在花和浆果的检测方面几乎没有改善。如果有整个生长季节的地面参考数据,越橘和蓝莓可以通过它们的光谱特征来识别。本研究测量的光谱数据被重新存储在公开开放的SPECCHIO光谱信息系统中。桃金娘vacacinium myrtillus
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引用次数: 13
Continuous picking may increase bilberry yields 连续采摘可以增加越橘的产量
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2019-01-01 DOI: 10.14214/sf.10043
O. Manninen, R. Peltola
Accumulated knowledge about the health benefits of bilberry ( L.) has increased the demand and utilization of wild bilberries. Intensive berry picking by metal rakes is believed to cause damage in bilberry stands in areas under continuous picking pressure, and hence expected to hamper the production of berries in forthcoming years. We conducted an experiment to examine the effect of continuous bilberry picking by metal rake on the number of bilberry flowers and fruits, fruit mass, compensation for biomass loss after picking, and plant functional type abundance in the understorey in northern Finland. Bilberry lost less than 0.5% of its biomass annually during the three-year study period due to rake harvesting. The number of flowers was not significantly affected by damage caused by picking, while both fruit production and fruit set increased without any indication of reduced fruit mass, and biomass loss was fully compensated. Moreover, the relative abundance of plant functional types was not affected by picking during the study. We suggest that the low intensity and timing of damage act as a buffer against the adverse effects of picking on bilberry fruit production. On the basis of this study, it is reasonable to anticipate that there are no indications that current intensive berry picking would not be on a sustainable level.Vaccinium myrtillus
随着人们对越桔健康益处的认识不断积累,对野生越桔的需求和利用不断增加。据信,在持续采摘压力的地区,用金属耙密集采摘浆果会对越橘林分造成损害,因此预计将阻碍未来几年的浆果生产。本文研究了金属耙连续采收对芬兰北部林下越桔花果数、果实质量、采收后生物量损失补偿和植物功能类型丰度的影响。在三年的研究期间,由于耙收获,越桔每年损失的生物量不到0.5%。果实产量和坐果量均有所增加,但果实质量没有减少的迹象,生物量损失得到了充分补偿。此外,在研究期间,植物功能类型的相对丰度不受采摘的影响。我们认为,低强度和时间的伤害可以缓冲采摘对越橘果实生产的不利影响。在这项研究的基础上,可以合理地预测,没有迹象表明,目前密集的浆果采摘将不会在一个可持续的水平。Vaccinium myrtillus
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引用次数: 0
Effect of prior tree marking, thinning method and topping diameter on harvester performance in a first thinning operation – a field experiment 在第一次间伐作业中,树木标记、间伐方法和顶径对收获机性能的影响——田间试验
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2019-01-01 DOI: 10.14214/sf.10178
Franz Holzleitner, Magdalena Langmaier, E. Hochbichler, Bernhardt Obermayer, K. Stampfer, C. Kanzian
The effect of harvester operator tree selection or prior tree marking in thinning operations on satisfactory results and performance has been widely discussed. In harvester operator tree selection, the machine operator decides on the fly which trees are selected to remain or cut. The objective of the study was to analyze the effect of prior tree marking, thinning method and topping diameter on harvester performance in low-diameter thinning operations. The entire thinning operation was captured using video technology. Overall, 2.36 ha divided into 48 plots with 5202 trees were thinned with an average diameter at breast height (dbh) over bark for all plots of between 12.5 and 14.7 cm. In total, 3122 trees were harvested, resulting in 60% removal of stem number over all plots. The harvester achieved a mean productivity of 7.38 m PMH with 1.48 m PMH SEM, with stem volume having the major influence on harvesting productivity. Prior tree marking, topping and thinning method did not significantly affect productivity. Without prior tree marking by the foresters, harvesting removal was shifted toward lower diameters. Within the unmarked plots, 7.0% of the residual trees were damaged compared with 3.2% in marked plots.30–130–1
采伐作业中采伐人员选择采伐树或事先标记采伐树对采伐效果和性能的影响已被广泛讨论。在采油机操作员选择采油树时,机器操作员动态地决定选择哪些树保留或砍伐。本研究的目的是分析在低直径间伐作业中,事先标记树、间伐方法和顶冠直径对采油机性能的影响。整个减薄过程都是用视频技术捕捉到的。总体而言,2.36公顷被分成48个样地,共有5202棵树木被砍伐,所有样地的平均胸径在12.5 ~ 14.7 cm之间。总共采伐了3122棵树,导致所有地块的茎干数量减少了60%。收获机的平均产量为7.38 m PMH,扫描电镜为1.48 m PMH,茎体积对收获生产率有主要影响。先前的树标记、打顶和间伐方法对产量影响不显著。没有事先由林务员标记树木,采伐转移到较低的直径。在未标记样地,残树受损率为7.0%,而标记样地的残树受损率为3.2%
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引用次数: 9
Economic losses caused by tree species proportions and site type errors in forest management planning 森林经营规划中树种比例和立地类型错误造成的经济损失
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2019-01-01 DOI: 10.14214/SF.10089
A. Haara, A. Kangas, S. Tuominen
The aim of this study was to estimate economic losses, which are caused by forest inventory errors of tree species proportions and site types. Our study data consisted of ground truth data and four sets of erroneous tree species proportions. They reflect the accuracy of tree species proportions in four remote sensing data sets, namely 1) airborne laser scanning (ALS) with 2D aerial image, 2) 2D aerial image, 3) 3D and 2D aerial image data together and 4) satellite data. Furthermore, our study data consisted of one simulated site type data set. We used the erroneous tree species proportions to optimise the timing of forest harvests and compared that to the true optimum obtained with ground truth data. According to the results, the mean losses of Net Present Value (NPV) because of erroneous tree species proportions at an interest rate of 3% varied from 124.4 € ha to 167.7 € ha. The smallest losses were observed using tree species proportions predicted using ALS data and largest using satellite data. In those stands, respectively, in which tree species proportion errors actually caused economic losses, they were 468 € ha on average with tree species proportions based on ALS data. In turn, site type errors caused only small losses. Based on this study, accurate tree species identification seems to be very important with respect to operational forest inventory.–1–1–1
本研究的目的是估计树种比例和立地类型的森林清查误差所造成的经济损失。我们的研究数据包括地面真实数据和四组错误的树种比例。它们反映了四种遥感数据集(1)机载激光扫描(ALS)与2D航空图像,2)2D航空图像,3)3D和2D航空图像数据和4)卫星数据的树种比例的准确性。此外,我们的研究数据包括一个模拟站点类型的数据集。我们使用错误的树种比例来优化森林采伐时间,并将其与地面真实数据获得的真实最佳时间进行比较。结果表明,在利率为3%的情况下,由于树种比例错误造成的净现值(NPV)平均损失在124.4 ~ 167.7 之间。利用ALS数据预测的树种比例观测到的损失最小,利用卫星数据观测到的损失最大。在树种比例误差实际造成经济损失的林分中,基于ALS数据的树种比例误差造成的损失平均为468 ;反过来,站点类型错误只造成很小的损失。基于这项研究,准确的树种鉴定似乎对森林清查非常重要。”1”1”1
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引用次数: 10
Feedstock availability and moisture content data processing for multi-year simulation of forest biomass supply in energy production 用于能源生产中森林生物质供应多年模拟的原料有效性和水分含量数据处理
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2019-01-01 DOI: 10.14214/sf.10147
M. Aalto, O. Korpinen, T. Ranta
Simulation and modeling have become more common in forest biomass studies. Dynamic simulation has been used to study the supply chain of forest biomass with numerous different models. A robust predictive multi-year model requires biomass availability data, where annual variation is included spatially and temporally. This can be done by using data from enterprises, but in some cases relevant data is not accessible. Another option is to use forest inventory data to estimate biomass availability, but this data must be processed in the correct form to be utilized in the model. This study developed a method for preparing forest inventory data for a multi-year simulation supply model using the theoretical availability of feedstock. Methods for estimating quality changes during roadside storage are also presented, including a possible parameter estimation to decrease the amount of data needed. The methods were tested case by case using the inventory database “Biomass Atlas” and weather data from a weather station in Mikkeli, Finland. The data processing method for biomass allocation produced a reasonable quantity of stands and feedstock, having a realistic annual supply with variation for the demand point. The results of the study indicate that it is possible to estimate moisture content changes using weather data. The estimations decreased the accuracy of the model and, therefore, estimations should be kept minimal. The presented data preparation method can generate a supply of forest biomass for the simulation model, but the validity of the data must be ensured for correct model behavior.
模拟和建模在森林生物量研究中越来越普遍。动态模拟已被用于研究森林生物量供应链的多种不同模型。一个可靠的多年期预测模型需要生物量可用性数据,其中包括空间和时间上的年变化。这可以通过使用来自企业的数据来实现,但在某些情况下无法访问相关数据。另一种选择是利用森林清查数据来估计生物量的可用性,但这种数据必须以正确的形式加以处理,以便在模型中加以利用。本研究开发了一种方法,利用原料的理论可用性为多年模拟供应模型准备森林清查数据。还提出了估计路边储存期间质量变化的方法,包括一种可能的参数估计,以减少所需的数据量。使用清单数据库“生物量数据库”和芬兰Mikkeli一个气象站的天气数据,对这些方法进行了具体的测试。生物质分配的数据处理方法产生了合理的林分和原料数量,对需求点具有实际的年供应量和变化。研究结果表明,利用天气数据估计水分含量变化是可能的。估计降低了模型的准确性,因此,估计应该保持最小。所提出的数据准备方法可以为模拟模型提供森林生物量的供给,但必须保证数据的有效性,以保证模型行为的正确性。
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引用次数: 4
Developing growth models for tree plantations using inadequate data – a case for Korean pine in Northeast China 利用不充分的数据开发人工林生长模型——以中国东北红松为例
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2019-01-01 DOI: 10.14214/sf.10217
Xingji Jin, T. Pukkala, Fengri Li, Lihu Dong
Pinus koraiensis
Pinus校正
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引用次数: 5
Assessment of the CLASlite forest monitoring system in detecting disturbance from selective logging in the Selva Maya, Mexico 墨西哥玛雅森林选择性采伐干扰的CLASlite监测系统评估
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2019-01-01 DOI: 10.14214/SF.10012
Irving Hernández-Gómez, C. Cerdán, A. Navarro-Martínez, D. Vázquez-Luna, Samaria Armenta-Montero, E. Ellis
Detecting and monitoring forest disturbance from selective logging is necessary to develop effective strategies and polices that conserve tropical forests and mitigate climate change. We assessed the potential of using the remote sensing tool, CLASlite forest monitoring system, to detect disturbance from timber harvesting in four community forests () of the Selva Maya on the Yucatan Peninsula, Mexico. Selective logging impacts (e.g. felling gaps, skid trails, logging roads and log landings) were mapped using GPS in the 2014 annual cutting areas (ACAs) of each ejido. We processed and analyzed two pre-harvest Landsat images (2001 and 2013) and one post-harvest image (November 2014) with the CLASlite system, producing maps of degraded, deforested and unlogged areas in each ACA. Based on reference points of disturbed (felling and skidding), deforested (log landings and roads) and unlogged areas in each ACA, we applied accuracy assessments which showed very low overall accuracies (<19.1%). Selective logging impacts, mainly from log landings and new logging road construction, were detected in only one ejido which had the highest logging intensity (7 m ha).ejidos3–1
检测和监测选择性采伐对森林的干扰对于制定有效的战略和政策以保护热带森林和减缓气候变化是必要的。我们评估了利用遥感工具CLASlite森林监测系统在墨西哥尤卡坦半岛的四个塞尔瓦玛雅社区森林()中检测木材采伐干扰的潜力。利用GPS在每个采伐岛的2014年年度采伐区(ACAs)绘制了选择性采伐影响(如采伐间隙、滑轨、采伐道路和采伐点)。我们使用CLASlite系统处理和分析了两张收获前的Landsat图像(2001年和2013年)和一张收获后的图像(2014年11月),生成了每个ACA中退化、森林砍伐和未砍伐地区的地图。基于每个ACA中受干扰(砍伐和打滑)、毁林(原木着陆和道路)和未砍伐区域的参考点,我们进行了精度评估,结果显示总体精度非常低(<19.1%)。只有一个采伐强度最高的采伐岛(7 m ha)发现了选择性采伐影响,主要来自于伐木着陆和新采伐道路的建设
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引用次数: 6
Impact of biomass harvesting on nitrogen concentration in the soil solution in hemiboreal woody ecosystems 生物量采伐对半北方木本生态系统土壤溶液氮浓度的影响
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2019-01-01 DOI: 10.14214/sf.10016
Ivars Kļaviņš, A. Bārdule, Z. Lībiete, D. Lazdiņa, A. Lazdiņš
Considering the increasing use of wood biomass for energy and the related intensification of forest management, the impacts of different intensities of biomass harvesting on nutrient leaching risks must be better understood. Different nitrogen forms in the soil solution were monitored for 3 to 6 years after harvesting in hemiboreal forests in Latvia to evaluate the impacts of different biomass harvesting regimes on local nitrogen leaching risks, which potentially increase eutrophication in surface waters. In forestland dominated by Scots pine L. or Norway spruce L. (Karst.), the soil solution was sampled in: (i) stem-only harvesting (SOH), (ii) whole‐tree harvesting, with only slash removed (WTH), and (iii) whole‐tree harvesting, with both slash and stumps harvested (WTH + SB), subplots. In agricultural land, sampling was performed in an initially fertilised hybrid aspen ( L.× Michx.) short-rotation coppice (SRC), where above-ground biomass was harvested. In forestland, soil solution N (nitrogen) concentrations were highest in the second and third year after harvesting. Mean annual values in WTH subplots of medium to high fertility sites exceeded the mean values in SOH subplots and control subplots (mature stand where no harvesting was performed) for the entire study period; the opposite trend was observed for the low-fertility site. Biomass harvesting in the hybrid aspen SRC only slightly affected NO-N (nitrate nitrogen) and NH-N (ammonium nitrogen) concentrations in the soil solution within 3 years after harvesting, but a significant decrease in the TN (total nitrogen) concentration in the soil solution was found in plots with additional N fertilisation performed once initially.Pinus sylvestrisPicea abiesPopulus tremulaP. tremuloides3–4+
考虑到木材生物质能源利用的增加和森林管理的相关加强,必须更好地了解不同强度的生物质采伐对养分淋失风险的影响。在拉脱维亚半北方森林采伐后,对土壤溶液中不同形式的氮进行了3至6年的监测,以评估不同生物量采伐制度对当地氮淋失风险的影响,这可能会增加地表水的富营养化。在以苏格兰松或挪威云杉(喀斯特)为主的林地中,土壤溶液取样于:(i)全茎采伐(SOH)、(ii)全´´树木采伐,仅去除斜线(WTH)和(iii)全´´树木采伐,同时采伐斜线和树桩(wth´´+ ´´SB)子样地。在农业用地上,取样是在最初施肥的杂交白杨(L.à - micx .)短轮林(SRC)中进行的,在那里收获地上生物量。在林地中,土壤溶液N(氮)浓度在收获后的第2年和第3年最高。在整个研究期间,中高肥力地WTH样地的年平均值超过SOH样地和对照样地(未采收的成熟林分)的平均值;在低生育力地点观察到相反的趋势。生物量收获对收获后3年内土壤溶液中NO-N(硝态氮)和NH-N(铵态氮)浓度的影响较小,但在最初补施一次氮肥的地块中,土壤溶液中TN(总氮)浓度显著降低。松、云杉、白杨。tremuloides3a€“4 +
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引用次数: 5
Genetic variation in phenology and growth among and within Norway spruce populations from two altitudinal transects in Mid-Norway 挪威中部两个垂直样带挪威云杉种群间和种群内物候和生长的遗传变异
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2019-01-01 DOI: 10.14214/sf.10076
T. Skrøppa, Arne Steffenrem
Progenies from open pollinated cones collected in natural populations of Norway spruce ( (L. Karst.)) distributed along two altitudinal transects in Mid-Norway were tested in the nursery, in short term tests and in long-term field trials. The populations showed clinal variation related to the mean annual temperatures of the populations, with the earliest bud flush and cessation of shoot elongation and lowest height at age nine years for the high altitude populations. Within population variation was considerable as the narrow sense heritability for these traits was 0.67, 0.31 and 0.09 in one transect and 0.55, 0.18 and 0.14 in the other transect, respectively. Lammas shoots occurred in the short term trials with large variation in frequency between years. There was significant family variation for this trait, but also interactions between populations and year. The variance within populations was considerably larger in the populations from low altitude compared to the high-altitude populations. Significant genetic correlations between height and phenology traits and damage scores indicate that families flushing early and ceasing growth late were taller. Taller families also had higher frequencies of damages. Selection of the top 20% families for height growth in short term tests at age nine years gave a simulated gain of 11% increased height growth at age 18 years in long term trials at altitudes similar to those of origin of the populations. The gain was negative when high altitude populations were selected based on testing in the lowland.Picea abies
在挪威中部沿两个垂直样带分布的挪威云杉(L. Karst.)自然种群中采集的开放授粉球果的后代在苗圃、短期试验和长期田间试验中进行了试验。种群表现出与种群年平均温度相关的临床变异,高海拔种群在9岁时萌发最早,芽伸长停止,株高最低。这些性状在一个样带的狭义遗传力分别为0.67、0.31和0.09,在另一个样带的狭义遗传力分别为0.55、0.18和0.14。在短期试验中,南丫节发生的频率在不同年份之间变化很大。这一性状存在显著的家族变异,但也存在种群和年份之间的相互作用。与高海拔人群相比,低海拔人群的群体内部差异要大得多。高、物候性状和损伤评分之间存在显著的遗传相关性,表明发红早、停止生长晚的家系较高。个子高的家庭遭受伤害的频率也更高。在9岁时的短期测试中,选择身高增长前20%的家庭,在与人口起源相似的海拔高度进行的长期试验中,18岁时的身高增长模拟增加了11%。当根据低地的测试选择高海拔种群时,增益为负。挪威云杉
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引用次数: 12
期刊
Silva Fennica
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