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Proposition of heat-stroke risk assessment based on potential effective sweating possible to measure with portable equipment and its application to the Tokyo 2020 Summer Olympic marathon event 基于便携式设备测量潜在有效出汗可能性的中暑风险评估提出及其在2020年东京夏季奥运会马拉松项目中的应用
IF 1.3 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2020-01-01 DOI: 10.2480/agrmet.d-19-00025
Naru Takayama, Tsuyoshi Kuwana, T. Tamada, K. Ishitsubo, Yozo Ozaki, Ken Tsuruta, Kohtaro Okada, Yusuke Shibata, Kazuki Fujiu, Takahiro Bando
We developed a method to assess heat-stroke risk during exercise in the outdoor environment based on the potential effective sweating ( PES ) . The PES indicates the minimum effective sweating required to maintain a constant body temperature when undertaking an activity in the outdoor environment. It can be calculated easily using observed meteorological data, body size, clothing, and exercise intensity. Additionally, we propose the concept of globe PES ( PES g ) and PES WBGT , which can be measured using portable equipment, such as a wet-bulb globe temperature ( WBGT ) meter. Especially, PES WBGT can be estimated by only WBGT observations. We performed a thermal-load exposure experiment with human subjects in an outdoor urban environment, and compared the three kinds of effective sweating and actual potential sweating. The calculated PES values had deviations of 33.3 - 42.7 % from actual potential sweating. We assessed the risk of heat stroke based on the decrease in a runner’s weight using routine meteorological data observed in recent decades. Calculations were made for start times set at 30-min intervals from 05:00 to 19:00 on August 2 and 9, the dates of the marathon event in the 2020 Summer Olympics in Tokyo. When the start time was set from 9:30 to 11:00, a runner’s weight was estimated to decrease by an average of 7.37 - 7.40 % and a maximum of 8.09 - 8.20 % by the end of the race. A postural movement or convulsion is likely to occur if the runner did not drink water. When the start time was set to 06:00, the weight decrease was predicted to be 6.18 - 7.15 % ; the thermal load at this time was equivalent to that of a 15:00 or 15:30 start time. Thermal loads may be smaller in the early evening than in the early morning. The average wind speed is weaker in the morning than in the afternoon, thereby decreasing the effect of wind on cooling the surfaces of the human body and the road in the morning. Hence, a change in the start time to early morning may not significantly decrease the thermal load.
我们开发了一种基于潜在有效出汗(PES)的室外环境运动中暑风险评估方法。PES表示在室外环境中进行活动时保持恒定体温所需的最小有效出汗量。它可以很容易地利用观测到的气象数据、体型、服装和运动强度来计算。此外,我们提出了全球湿球温度(PES g)和全球湿球温度(PES WBGT)的概念,它们可以使用便携式设备进行测量,如湿球温度(WBGT)仪。特别是,PES的WBGT可以仅通过WBGT观测来估计。我们在室外城市环境中进行了人体热负荷暴露实验,比较了三种有效出汗和实际潜在出汗。PES计算值与实际潜在出汗值的偏差为33.3% ~ 42.7%。我们利用近几十年来观察到的常规气象数据,根据跑步者体重的下降来评估中暑的风险。根据2020年东京夏季奥运会马拉松比赛日期8月2日和9日5点至19点的30分钟间隔时间进行计算。当起跑时间设定为9:30 - 11:00时,到比赛结束时,跑步者的体重平均减少7.37 - 7.40%,最大减少8.09 - 8.20%。如果跑步者不喝水,可能会出现姿势运动或抽搐。当启动时间设置为06:00时,预计减重6.18% ~ 7.15%;此时的热负荷相当于15:00或15:30开始时的热负荷。傍晚的热负荷可能比清晨小。上午的平均风速比下午弱,因此降低了上午风对人体表面和道路降温的作用。因此,将启动时间更改为清晨可能不会显著降低热负荷。
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引用次数: 1
Characteristics of the relative sampling error and its application to flux aggregation in eddy covariance measurements 相对采样误差的特征及其在涡流相关测量中通量聚集中的应用
IF 1.3 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2020-01-01 DOI: 10.2480/agrmet.d-19-00033
Wonsik Kim, H. Seo, D. Komori, Jaeil Cho
Using eddy covariance ( EC ) measurements, exchanges of energy, water, and carbon dioxide between the atmosphere and terrestrial ecosystem have been studied worldwide. EC measurements fundamentally operate under the hypotheses of stationarity and ergodicity. However, these hypotheses are disturbed in the real world by various factors generated by varying atmospheric and land surface conditions. The relative sampling error ̶ a parameter quantifying this disturbance estimated by the average convergence in a time series ̶ from a tangerine orchard is investigated to determine its range in the real world, and its capabilities as a quality parameter for EC measurements. Our results showed that the relative sampling error ranges from 5 % to infinity and displays a close relationship with the integral turbulence characteristic as a function of atmospheric stability. Therefore, we suggest that the relative sampling error represents a quality parameter for EC measurements and can be a weighting factor for statistical aggregations of exchanges observed by EC measurements.
利用涡动相关(EC)测量,研究了全球大气与陆地生态系统之间的能量、水和二氧化碳交换。EC测量基本上是在平稳性和遍历性假设下进行的。然而,在现实世界中,这些假设受到大气和地表条件变化所产生的各种因素的干扰。研究了相对采样误差(一个量化这种扰动的参数,由时间序列中的平均收敛估计),以确定它在现实世界中的范围,以及它作为EC测量质量参数的能力。结果表明,相对采样误差范围从5%到无穷大,并与大气稳定性的积分湍流特性密切相关。因此,我们建议相对抽样误差代表EC测量的质量参数,并且可以作为EC测量观察到的交换统计聚合的加权因子。
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引用次数: 0
Canopy fluxes of monoterpene, isoprene and isoprene oxidation products in a pine-oak forest 松栎林中单萜、异戊二烯和异戊二烯氧化产物的林冠通量
IF 1.3 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2020-01-01 DOI: 10.2480/agrmet.d-19-00039
Tomoki Mochizuki, S. Takanashi, R. Wada, Y. Miyazaki, T. Nakano, A. Tani
Monoterpenes and isoprene emitted from forest ecosystems contribute to the formation of secondary organic aerosols (SOAs) and photochemical oxidants (Ox) and affect an ecosystem’s carbon budget. Initial oxidation products of isoprene, methacrolein (MACR) and methyl vinyl ketone (MVK), are key intermediate compounds for the formation of SOAs and Ox, but the production and loss processes of MACR and MVK and its controlling factors within a forest have not been revealed. To address them within a forest and the behavior of related compounds, we measured vertical concentrations and fluxes of monoterpenes, isoprene, and MACR+MVK in a pine-oak forest during summer. Monoterpene concentrations were the highest near the forest floor. A higher isoprene concentration was observed at the height of the Quercus trees. High positive fluxes of monoterpenes and isoprene were observed during the day. The average flux of isoprene during the measurement period was 2.6 times higher than that of monoterpene. Quercus in the lower layer of the forest can be an important source of isoprene, even though the light intensity was estimated much lower than that of red pine canopy. The MACR+MVK concentrations did not show clear vertical gradient patterns. Both positive and negative MACR+MVK fluxes were observed and large positive MACR+MVK fluxes were occasionally observed under a relatively high O3 concentration and isoprene flux around noon or during the afternoon, suggesting that they are produced more frequently by reaction with reactive species including O3 at a higher temperature. Our results demonstrate that, to investigate sink and source dynamics of MACR+MVK above a forest, it is necessary to separately estimate production rate of MACR+MVK, which depends on isoprene emission from the target and surrounding forests, O3 concentration, temperature, and its deposition rate, which is controlled by its concentration and micrometeorological factors.
森林生态系统排放的单萜烯和异戊二烯有助于二次有机气溶胶(SOAs)和光化学氧化剂(Ox)的形成,并影响生态系统的碳收支。异戊二烯的初始氧化产物甲基丙烯醛(MACR)和甲基乙烯酮(MVK)是SOAs和Ox形成的关键中间化合物,但森林内MACR和MVK的产生和损失过程及其控制因素尚未揭示。为了在森林中解决这些问题以及相关化合物的行为,我们在夏季测量了松栎林中单萜、异戊二烯和MACR+MVK的垂直浓度和通量。单萜烯浓度在森林地表附近最高。异戊二烯浓度在栎树高处较高。白天观察到单萜和异戊二烯的高正通量。测量期间异戊二烯的平均通量是单萜烯的2.6倍。林下层栎树可能是异戊二烯的重要来源,尽管其光照强度远低于红松冠层。MACR+MVK浓度没有明显的垂直梯度模式。MACR+MVK的正通量和负通量均有观察,中午前后或下午,在相对较高的O3浓度和异戊二烯通量下,偶尔会观察到较大的MACR+MVK正通量,这表明在较高的温度下,MACR+MVK与O3等活性物质的反应更频繁。研究结果表明,要研究森林上空MACR+MVK的汇源动态,需要分别估算MACR+MVK的生成速率,这取决于目标森林和周围森林的异戊二烯排放、O3浓度、温度及其沉降速率,而其沉降速率受其浓度和微气象因素的控制。
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引用次数: 6
Applicability of meteorological ensemble forecasting to predict summer cold damage in rice growth 气象集合预报在水稻生长夏季冷害预测中的适用性
IF 1.3 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2020-01-01 DOI: 10.2480/agrmet.d-20-00004
R. Yoshida, S. Fukui, T. Yamazaki
Abrupt temperature drops pose serious concerns for rice production in northern Japan. Previous early warning systems have been based on projected temperature tendencies, and alerts have announced for the occurrence of low temperatures. The rice crop has low-temperature-sensitive stages; however, previous systems have not considered them because of the difficulty of simulating rice growth at the local scale. The forecast system would be more valuable by considering both the rice growth stage and current meteorological forecast techniques. In this study, we synthesized ensemble numerical weather prediction and a cultivar-based rice growth model to forecast 14-day cold damage risk. The ensemble mean forecast with nine members predicted surface air temperatures more skillfully for seven days with lower root-mean-square errors (RMSEs) (1.3-1.9°C) than those of the climatological forecast (2.1-2.4°C) that is derived from historical observations over 30 years. The single deterministic forecast predicted the temperatures better for five days with 1.3-2.0°C of RMSEs, showing the extension of the predictable period by two days with ensemble forecasting. For the cooling degree-days, both the single and ensemble mean forecasts showed lower RMSEs than the climatological forecast throughout the forecast period of 14 days (4.1, 3.8, and 5.2°C at the forecast time = 14 day for single deterministic, ensemble mean, and climatological forecasts, respectively). Although the climatological forecast estimated the rice growth stages reasonably, the performance for cooling degree-days was inferior to the ensemble mean and single deterministic forecasts. The meteorological mean state is sufficient to estimate the rice growth stage, but an accurate temporal pattern of the surface air temperature provided by numerical weather forecast is essential for reliable cold damage forecasting. Moreover, ensemble forecasting is more effective than the single deterministic forecast to reduce prediction errors for both the surface air temperature and cold damage.
气温骤降给日本北部的水稻生产带来了严重的担忧。以前的预警系统是基于预测的温度趋势,并在低温发生时发出警报。水稻作物有低温敏感期;然而,以前的系统并没有考虑到它们,因为很难在局部尺度上模拟水稻生长。综合考虑水稻生育期和现有气象预报技术,该预报系统将更有价值。在本研究中,我们综合了集合数值天气预报和基于品种的水稻生长模型来预测14天的冷害风险。由9个成员组成的整体平均预报更熟练地预测了7天的地表气温,其均方根误差(rmse)(1.3-1.9°C)低于来自30年历史观测的气候预报(2.1-2.4°C)。单次确定性预报在均方根误差1.3 ~ 2.0℃范围内较好地预报了5天的气温,表明集合预报的预报周期延长了2天。对于降温度日数,在整个14天的预测期内,单次确定性预报、整体平均预报和气候预报的均方根均低于气候预报(14天的预测时间分别为4.1、3.8和5.2°C)。虽然气候预报对水稻生育期的预测较为合理,但冷度日数的预报效果不如集合平均预报和单一确定性预报。气象平均状态足以估计水稻生育期,但数值天气预报提供的准确的地表气温时间分布对于可靠的冷害预报至关重要。此外,集合预报比单一确定性预报更能有效地降低地表气温和冷害的预报误差。
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引用次数: 2
Response of soil bacterial community to different fertilization patterns in young oasis farmland 绿洲幼田土壤细菌群落对不同施肥方式的响应
IF 1.3 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2020-01-01 DOI: 10.2480/agrmet.d-20-00007
Rong Yang, Shiyang Chen
Fertilization in farming systems should not only optimize crop yields and soil fertilizer but also maintain soil biodiversity and functions. In young oasis farmland, knowledge regarding soil bacteria respond to fertilization strategies is very limited. We performed a 12-year field experiment to evaluated the effects of organic manure, mineral fertilizer and their combination on a typical young oasis farmland in Northwest China, and quantified soil bacterial diversity and composition by using high-throughput DNA sequencing on the Illumina MiSeq platform. Our results showed that maize yield was highest in the pure organic manure treatment and significantly higher than that of the low mineral fertilizer treatment. Organic manure application significantly increased soil nutrient content, while the organic manure level also positively influenced soil nutrient content. Soil bacterial diversity was more sensitive to the application of organic manure than mineral fertilizer. The PERMANOVA results confirmed that bacterial community composition changed along an organic manure level gradient, which was not observed for mineral fertilizer. Organic manure application promoted the abundance of the copiotrophic group, while the environment resistant group were abundant in the only mineral fertilizer treatments. The present study indicated the critical role of organic manure application for increasing crop yield, soil fertility, and soil bacterial diversity while optimizing the community composition of soil bacteria, emphasizing the contribution and importance of organic manure application to overall soil health.
农业系统施肥不仅要优化作物产量和土壤肥力,而且要保持土壤的生物多样性和功能。在年轻的绿洲农田中,关于土壤细菌对施肥策略的响应的知识非常有限。通过12年的田间试验,评价了有机肥、矿肥及其组合施用对西北典型绿洲农田土壤细菌多样性和组成的影响,并利用Illumina MiSeq平台进行了高通量DNA测序。结果表明,纯有机肥处理玉米产量最高,显著高于低矿物肥处理。施用有机肥显著提高了土壤养分含量,施用有机肥水平对土壤养分含量也有正向影响。土壤细菌多样性对有机肥施用比矿肥施用更敏感。PERMANOVA结果证实,细菌群落组成沿有机肥水平梯度变化,而在矿肥中没有观察到这一点。有机肥的施用促进了共生类群的丰度,而仅在矿物肥处理中,环境抗性类群丰富。本研究表明,施用有机肥对提高作物产量、提高土壤肥力和改善土壤细菌多样性具有重要作用,同时可优化土壤细菌群落组成,强调施用有机肥对土壤整体健康的贡献和重要性。
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引用次数: 2
Comparison of three evapotranspiration models in a rain-fed spring maize filed in the Loess Plateau, China 黄土高原雨养春玉米田3种蒸散模式的比较
IF 1.3 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2020-01-01 DOI: 10.2480/agrmet.d-20-00010
Xiang Gao, Fengxue Gu, D. Gong, Weiping Hao, J. Chu, Haoru Li
Accurate estimates of the rain-fed field evapotranspiration (ET) in the Loess Plateau of Northwest China is critical for predicting hydrologic processes, crop yield formation, and climate change. We simulated the ET variation in a rain-fed spring maize field in the eastern Loess Plateau using the Penman-Monteith (PM), Shuttleworth-Wallace (SW), and modified Priestley-Taylor (PTm) models. Then we compared their results with the observed ET using the eddy covariance (EC) method. Generally, the diurnal variation in estimated ET from the three models was similar to that of observed ET by the EC method. However, the PM model significantly underestimated ET. The ET estimates obtained from the SW and PTm models were approximately equal to the observed ET by the EC method. Considering the PTm model’s simplicity, we finally recommend it for rain-fed spring maize fields in the Loess Plateau. After precipitation, the estimated ET from the three models was significantly smaller than measured ET by the EC method, especially the PM model. After a frost, all three models failed to reflect the dramatic decrease in crop transpiration, and thus significantly overestimated ET.
准确估算西北黄土高原雨养田蒸散发(ET)对预测水文过程、作物产量形成和气候变化具有重要意义。采用Penman-Monteith (PM)、Shuttleworth-Wallace (SW)和改良的Priestley-Taylor (PTm)模型模拟了黄土高原东部雨养春玉米田的蒸散变化。然后用涡动相关(EC)方法将其结果与观测到的ET进行比较。总体而言,三种模式估算的ET的日变化与EC方法观测到的ET相似。然而,PM模式显著低估了蒸散发。SW和PTm模式估算的蒸散发与EC方法观测到的蒸散发大致相等。考虑到PTm模型的简单性,我们最终推荐该模型用于黄土高原雨养春玉米田。降水后,3种模式估算的蒸散发均显著小于EC方法测量的蒸散发,尤其是PM模式。霜冻后,所有三种模式都未能反映作物蒸腾的急剧减少,因此明显高估了蒸散发。
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引用次数: 4
Nitrogen use efficiency of Quercus serrata seedlings under different soil nitrogen and phosphorus supplies 不同土壤氮磷供给下锯齿栎幼苗氮素利用效率的研究
IF 1.3 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2020-01-01 DOI: 10.2480/agrmet.d-19-00032
Ben-Wei Zhu, T. Izuta, Makoto Watanabe
Nitrogen use efficiency (NUE), defined as the ratio of biomass growth and the nitrogen (N) taken up from a soil, is widely used in the evaluation of plant N economy. We conducted a fertilization experiment with Quercus serrata seedlings under different soil N and phosphorus (P) levels to determine the influence of high N deposition levels under different P availabilities upon NUE, plus the NUE components N productivity (NP), and mean residence time of N (MRT). The seedlings were grown for one growing season in the potted soil under three N levels (0, 50, and 100 kg N ha) combined with two P levels (0 and 50 kg P ha). Nitrogen supply to the soil reduced NUE by decreasing NP and MRT, whereas P supply enhanced NUE. Although P supply did not have a significant influence on the reduction of NUE with increasing N levels, it affected the response of the NUE components with increasing N levels. Within leaves, N supply reduced the photosynthetic nitrogen use efficiency (PNUE), P alleviated this reduction. Therefore, P is considered as one of the key factors determining the change of NUE in Q. serrata under the influence of high N supply.
氮素利用效率(NUE)被广泛用于评价植物氮素经济性,它被定义为生物量生长与土壤氮素吸收量的比值。以不同土壤氮磷水平下的黑栎(Quercus serrata)幼苗为试验材料,研究不同磷效度下高氮沉降水平对NUE、氮素生产力(NP)和平均停留时间(MRT)的影响。幼苗在3个N水平(0、50和100 kg N ha)和2个P水平(0和50 kg P ha)的盆栽土壤中生长1个生长季节。氮素供应通过降低NP和MRT而降低土壤氮素利用效率,而磷供应则提高土壤氮素利用效率。施磷量对氮肥利用率随施氮量增加而降低的影响不显著,但影响氮肥各组分随施氮量增加的响应。在叶片内,氮素供应降低了光合氮利用效率(pnuue),施磷缓解了这一降低。因此,磷被认为是决定高氮供给下黑桫椤氮肥利用率变化的关键因素之一。
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引用次数: 3
Evaluation of the estimation of shortwave solar radiation in Japan using the Mountain Microclimate Simulation Model 利用山地小气候模拟模式估算日本短波太阳辐射的评价
IF 1.3 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2020-01-01 DOI: 10.2480/agrmet.d-19-00046
A. Hirata, Y. Kominami, T. Matsui, Y. Hijioka
Solar radiation is an essential parameter for ecological, agricultural, and other models. However, the availability of large-scale radiation data is usually limited. The Mountain Microclimate Simulation Model ( MTCLIM ) can resolve such data insufficiency by estimating missing daily shortwave solar radiation data using simple climatological and topographic parameters. Several studies have found the performance of the MTCLIM to be sufficient for the estimation of solar radiation. However, its performance in the East Asian monsoon zone, which is generally characterized by warm wet summers and cold dry winters, has not been thoroughly evaluated. We assessed the performance of the MTCLIM in Japan located at the East Asian monsoon zone. We estimated daily shortwave solar radiation using daily maximum and minimum temperature and precipitation data recorded over 57 years and topographic parameters including slope angle and direction at 41 meteorological stations. Then, we compared the estimated solar radiation with the solar radiation observed at each meteorological station using a simple linear regression equation. The slope of the regression equation without intercept was 0.96 and the coefficient of determination ( R 2 ) was 0.61 for all data. The estimation performance was increased for the monthly mean of daily solar radiation ( slope=1.03; R 2 =0.93 ) . The degree of estimation error showed geographical and seasonal trends; stations located at higher latitudes had larger slopes than those at lower latitudes. The bias was largest ( positive ) in spring and smallest ( negative ) in summer. This study confirmed that the MTCLIM performed sufficiently well to estimate solar radiation in Japan. In particular, the model’s high performance for the monthly mean of daily solar radiation suggests that it provides estimates of solar radiation that are sufficiently accurate for ecological, agricultural, and other models in which values of average solar radiation for a given period of time are more meaningful than instantaneous daily solar radiation.
太阳辐射是生态、农业和其他模型的重要参数。然而,大尺度辐射数据的可用性通常是有限的。山地小气候模拟模式(MTCLIM)可以利用简单的气候和地形参数估算缺失的日短波太阳辐射数据,从而解决这一数据不足的问题。几项研究发现MTCLIM的性能足以估计太阳辐射。然而,它在东亚季风区的表现,通常是夏季温暖潮湿和冬季寒冷干燥的特征,尚未得到充分的评价。我们评估了位于东亚季风区的日本MTCLIM的性能。我们利用过去57年的日最高、最低气温和降水资料,以及41个气象站的地形参数,包括坡度和方向,估算出日短波太阳辐射。然后,利用简单的线性回归方程将估算的太阳辐射与各气象站观测到的太阳辐射进行比较。无截距回归方程斜率为0.96,决定系数(r2)为0.61。日太阳辐射月平均值(斜率=1.03;r2 =0.93)。估计误差程度呈现地理和季节趋势;高纬度站点的坡度大于低纬度站点。偏倚在春季最大(正),夏季最小(负)。这项研究证实MTCLIM在估算日本的太阳辐射方面表现得足够好。特别是,该模式对日太阳辐射月平均值的高性能表明,它提供的太阳辐射估计对于生态、农业和其他模式来说足够准确,在这些模式中,给定时间段的平均太阳辐射值比瞬时日太阳辐射值更有意义。
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引用次数: 0
Effects of forestry management and environmental factors on water and light use efficiencies in a cool-temperate mixed forest in northern Japan 日本北部寒温带混交林管理及环境因子对水光效的影响
IF 1.3 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2019-10-10 DOI: 10.2480/agrmet.d-19-00006
K. Okada, K. Takagi, Yui Nishida
Over a period of 9 years covering both disturbed and undisturbed periods, we evaluated long-term variations in water and light use efficiency (WUE, LUE) in a cool-temperate mixed forest in northern Hokkaido, Japan: our study clarified the relationship of WUE and LUE to environmental and vegetation variables. WUE and LUE markedly decreased after deforestation: they were negatively correlated with the seasonal variations in photosynthetically active radiation (PAR) and water vapor deficit, and LUE increased with the increase in the leaf area index (LAI) coincident with the vegetation recovery. Other environmental and vegetation variables did not explain the changes in the WUE and LUE. The effect of clear-cutting on LUE was well explained by the change in the LAI; on the other hand, vegetation composition (developed forest or young tree seedling with dense undergrowth) had little effect on the magnitude and variation of LUE. In contrast, the change in LAI had little effect on WUE, because WUE is more sensitive to the atmospheric water deficit than it is to vegetation structure.
在9年的时间里,我们评估了日本北海道北部冷温带混合林的水分和光利用效率(WUE,LUE)的长期变化:我们的研究阐明了WUE和LUE与环境和植被变量的关系。砍伐森林后,WUE和LUE显著下降:它们与光合有效辐射(标准杆数)和水汽不足的季节变化呈负相关,LUE随着叶面积指数(LAI)的增加而增加,与植被恢复一致。其他环境和植被变量不能解释WUE和LUE的变化。LAI的变化很好地解释了清割对LUE的影响;另一方面,植被组成(发达的森林或茂密的幼树幼苗)对LUE的大小和变化影响不大。相反,LAI的变化对WUE的影响很小,因为WUE对大气缺水比对植被结构更敏感。
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引用次数: 2
Voxel-based leaf area estimation from three-dimensional plant images 基于体素的三维植物叶面积估计
IF 1.3 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2019-10-01 DOI: 10.2480/agrmet.d-19-00013
K. Itakura, F. Hosoi
Leaf area is one of the most important elements of information in plant management. Leaf area is associated with many agronomic and physiological processes including growth, photosynthesis, transpiration, photon interception, and energy balance. Three-dimensional ( 3D ) plant architecture is required for monitoring, since plants have three-dimensionally complex structures. A photogrammetric approach called structure from motion ( SfM ) was used for the 3D measurement. A method using the total area of a horizontal face of voxels could possibly be employed to estimate leaf area in 3D plant images. However, the leaf inclination angle of each small part, the voxel size, and misconfigured voxels in a vertical direction near leaf surfaces should be considered in the calculation. We propose a method for leaf area estimation in voxel-based models that overcomes these problems of estimation error. Using our method, the leaf area was estimated with an absolute error of 8.87 % . This result was obtained by fully utilising 3D information such as voxel size and leaf inclination angle at each voxel. Moreover, our method does not involve manual operations for its construction, unlike a previous method. From the perspectives of high degrees of accuracy and automatic procedures, this voxel-based leaf area calculation method is advantageous.
叶面积是植物管理中最重要的信息之一。叶面积与许多农艺和生理过程有关,包括生长、光合作用、蒸腾、光子拦截和能量平衡。由于植物具有三维复杂结构,因此需要三维植物结构进行监测。三维测量采用了一种称为运动结构(SfM)的摄影测量方法。利用体素水平面总面积的方法估计三维植物图像的叶面积是可行的。但是,在计算时需要考虑叶片各小部分的倾角、体素大小以及叶片表面附近垂直方向的错配体素。我们提出了一种基于体素模型的叶面积估计方法,克服了这些估计误差问题。用该方法估算叶面积的绝对误差为8.87%。这个结果是通过充分利用三维信息,如体素大小和叶片倾角在每个体素。此外,与以前的方法不同,我们的方法不需要手工操作来构建它。这种基于体素的叶面积计算方法具有精度高、程序自动化等优点。
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引用次数: 9
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Journal of Agricultural Meteorology
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