Chlorophyll content

叶绿素含量
  • 文章类型: Journal Article
    这项工作旨在评估紫草提取物的抗氧化和抗菌性能。对不同的植物部位进行了生化分析,利用酶和非酶测定。参数,如总可溶性蛋白质,叶绿素,和类胡萝卜素含量也进行了评估,以阐明生物活性化合物的作用。对细菌和真菌菌株大肠杆菌进行了提取物的抗菌筛选,金黄色葡萄球菌,和白色念珠菌,分别。结果表明,叶绿素a,叶绿素b,总叶绿素,类胡萝卜素含量,花青素含量,过氧化氢酶,过氧化物酶,超氧化物歧化酶在O.Corymbosa叶片中含量最高。此外,抗坏血酸过氧化物酶总含量,总酚含量,发现根中总黄酮含量高于其他部位。高效液相色谱分析确定绿原酸为主要成分,其次是没食子酸,咖啡酸,槲皮素,和水杨酸。关于抗菌潜力,每种提取物都表现出显著的活性,甲醇和乙酸乙酯提取物证明了对金黄色葡萄球菌和大肠杆菌的最大抑制区,分别。这些发现突出了O.corymbosa不同部位的大量抗氧化和抗菌潜力,表明它们作为各种营养产品成分的有希望的应用。
    This work aimed to assess the antioxidant and antimicrobial properties of Oxalis corymbosa extracts. Biochemical analyses were conducted on various plant parts, utilizing enzymatic and non-enzymatic assays. Parameters such as total soluble protein, chlorophyll, and carotenoid contents were also evaluated to elucidate the role of bioactive chemical compounds. The antimicrobial screening of extracts was performed against the bacterial and fungal strains Escherichia coli, Staphylococcus aureus, and Candida albicans, respectively. Results indicated that chlorophyll a, chlorophyll b, total chlorophyll, carotenoid content, anthocyanin content, catalase, peroxidase, and superoxide dismutase were most abundant in the O. corymbosa leaves. Moreover, total ascorbate peroxidase content, total phenolic content, and total flavonoid content were found to be higher in the roots compared to other parts. High-performance liquid chromatography analysis identified chlorogenic acid as the major component, followed by gallic acid, caffeic acid, quercetin, and salicylic acid. Regarding antibacterial potential, each extract exhibited significant activity, with methanolic and ethyl acetate extracts demonstrating the maximum inhibition zone against S. aureus and E. coli, respectively. These findings highlight the substantial antioxidant and antibacterial potential of different parts of O. corymbosa, suggesting their promising applications as ingredients in various nutraceutical products.
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  • 文章类型: Journal Article
    研究3种柳树对碱性胁迫的抗性差异,可为在盐渍土壤上种植柳树提供理论依据。因此,我们测试了三种柳树(Salixmatsudana,Salixgordejevii和Salixlineistipularis),已经以其高应力耐受性而闻名,在水培法下不同pH值的碱性胁迫环境。根和叶干重,根系含水量,叶片含水量,叶绿素含量,在碱性胁迫下,在15天内对3种柳枝的光合作用和叶绿素荧光进行了6次监测。随着碱性应力的增加,三种柳枝插条叶片的保水能力如下:S.matsudana>S.gordejevii>S.linearistipularis,根系的保水能力如下:S.gordejevii>S.linearistipularis>S.matsudana。叶绿素含量显著降低,损伤症状明显。净光合速率(Pn),蒸腾速率(E),叶片的气孔导度(Gs)总体呈下降趋势,马祖达纳和戈尔德耶维的细胞间CO2浓度(Ci)首先下降,然后趋于稳定,而线性肺链球菌的细胞间CO2浓度先下降后升高。叶光系统II(PSII)反应中心的量子产率和能量分配比例发生了显着变化(φPo,Φo和ΦEo被明显抑制,ΦDo被提升)。光系统Ⅱ(PSII)反应中心量子性能指标和驱动力呈明显下降趋势。根据结果,可以得出结论,三种柳树的碱胁迫耐受性如下:马苏达纳柳树>gordejevii柳树>线性叶树。然而,由于实验是在幼苗上进行的,需要在树苗阶段进一步研究以重新验证结果。
    Investigating differences in resistance to alkaline stress among three willow species can provide a theoretical basis for planting willow in saline soils. Therefore we tested three willow species (Salix matsudana, Salix gordejevii and Salix linearistipularis), already known for their high stress tolerance, to alkaline stress environment at different pH values under hydroponics. Root and leaf dry weight, root water content, leaf water content, chlorophyll content, photosynthesis and chlorophyll fluorescence of three willow cuttings were monitored six times over 15 days under alkaline stress. With the increase in alkaline stress, the water retention capacity of leaves of the three species of willow cuttings was as follows: S. matsudana > S. gordejevii > S. linearistipularis and the water retention capacity of the root system was as follows: S. gordejevii > S. linearistipularis > S. matsudana. The chlorophyll content was significantly reduced, damage symptoms were apparent. The net photosynthetic rate (Pn), rate of transpiration (E), and stomatal conductance (Gs) of the leaves showed a general trend of decreasing, and the intercellular CO2 concentration (Ci) of S. matsudana and S. gordejevii first declined and then tended to level off, while the intercellular CO2 concentration of S. linearistipularis first declined and then increased. The quantum yield and energy allocation ratio of the leaf photosystem II (PSII) reaction centre changed significantly (φPo, Ψo and φEo were obviously suppressed and φDo was promoted). The photosystem II (PSII) reaction centre quantum performance index and driving force showed a clear downwards trend. Based on the results it can be concluded that alkaline stress tolerance of three willow was as follows: S. matsudana > S. gordejevii > S. linearistipularis. However, since the experiment was done on young seedlings, further study at saplings stage is required to revalidate the results.
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  • 文章类型: Journal Article
    干旱胁迫会对作物生产力产生负面影响。它引发活性氧的积累,导致氧化应激。干旱胁迫下有限的水分和养分吸收也会降低植物的生长。在这种情况下使用钴和富里酸与生物炭可以有效促进植物生长。钴(Co)是各种酶和辅酶的组分。它可以增加黄酮类化合物的浓度,总酚,抗氧化酶(过氧化物酶,过氧化氢酶,和多酚氧化酶)和脯氨酸。富里酸(FA),土壤有机质的成分,增加养分对植物的可及性。生物炭(BC)可以增强土壤的保湿性,营养吸收,和干旱胁迫期间的植物生产力。这就是为什么当前的研究探索了Co的影响,干旱胁迫下辣椒植株的FA和BC。这项研究涉及8种治疗方法,即,control,4g/L富里酸(4FA),20mg/L硫酸钴(20CoSO4),4FA+20CoSO4,0.50%MFWBC(0.50MFWBC),4FA+0.50MFWBC,20CoSO4+0.50MFWBC,4FA+20CoSO4+0.50MFWBC。结果表明,4g/LFA+20CoSO4和0.50MFWBC引起辣椒株高增加(23.29%),植物干重(28.85%),果实长度(20.17%),与对照相比,果实周长(21.41%)和果实产量(25.13%)。4g/LFA+20CoSO4与0.50MFWBC的有效性也证实了总叶绿素含量的显着增加,以及氮(N),磷(P),叶片中的钾(K)超过对照。在结论4g/L,含0.50MFWBC的FA20CoSO4可以潜在地改善干旱胁迫下栽培的辣椒的生长。建议使用4g/LFA20CoSO4和0.50MFWBC来缓解辣椒植物的干旱胁迫。
    Drought stress can have negative impacts on crop productivity. It triggers the accumulation of reactive oxygen species, which causes oxidative stress. Limited water and nutrient uptake under drought stress also decreases plant growth. Using cobalt and fulvic acid with biochar in such scenarios can effectively promote plant growth. Cobalt (Co) is a component of various enzymes and co-enzymes. It can increase the concentration of flavonoids, total phenols, antioxidant enzymes (peroxidase, catalase, and polyphenol oxidase) and proline. Fulvic acid (FA), a constituent of soil organic matter, increases the accessibility of nutrients to plants. Biochar (BC) can enhance soil moisture retention, nutrient uptake, and plant productivity during drought stress. That\'s why the current study explored the influence of Co, FA and BC on chili plants under drought stress. This study involved 8 treatments, i.e., control, 4 g/L fulvic acid (4FA), 20 mg/L cobalt sulfate (20CoSO4), 4FA + 20CoSO4, 0.50%MFWBC (0.50 MFWBC), 4FA + 0.50MFWBC, 20CoSO4 + 0.50MFWBC, 4FA + 20CoSO4 + 0.50MFWBC. Results showed that 4 g/L FA + 20CoSO4 with 0.50MFWBC caused an increase in chili plant height (23.29%), plant dry weight (28.85%), fruit length (20.17%), fruit girth (21.41%) and fruit yield (25.13%) compared to control. The effectiveness of 4 g/L FA + 20CoSO4 with 0.50MFWBC was also confirmed by a significant increase in total chlorophyll contents, as well as nitrogen (N), phosphorus (P), and potassium (K) in leaves over control. In conclusion4g/L, FA + 20CoSO4 with 0.50MFWBC can potentially improve the growth of chili cultivated in drought stress. It is suggested that 4 g/L FA + 20CoSO4 with 0.50MFWBC be used to alleviate drought stress in chili plants.
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  • 文章类型: Journal Article
    土壤中氯化钠(NaCl)的过度积累会导致土壤盐碱化,由于水分和养分吸收受损,这对植物生长和作物生产构成了重大挑战。另一方面,水引发(WP)和低水平的NaCl引发可以提高种子的萌发,叶绿素含量,植物中的油和种子产量。这就是为什么这项研究调查了水力和不同水平的NaCl(0.5,1.0,1.5和2.0%)启动的影响,作为油菜种子萌发的预处理技术,两个品种旁遮普和费萨尔油菜的生长和产量。结果表明,在旁遮普油菜和Faisal油菜中,WP的发芽率(〜20%和〜22%)和芽长度(〜6%和〜10%)分别高于非引发(NP)。株高显著增加(~6%和~7%),根长(~1和~7%),射击鲜重(〜5和〜7%),旁遮普油菜和Faisal油菜的根鲜重(分别为〜6和〜7%)。还观察到,在WP和0.5%NaCl引发下的植物在每株植物的种子产量方面也更好。含油量,每种植物的silique,每个角果的种子,NP上的单株叶绿素含量和叶片相对含水量。总之,WP和0.5%NaCl具有改善发芽的潜力,增长,与非引发相比,油菜的产量和油属性,1.0%NaCl引发,1.5%NaCl引发和2.0%NaCl引发。
    The excessive accumulation of sodium chloride (NaCl) in soil can result in soil salinity, which poses a significant challenge to plant growth and crop production due to impaired water and nutrient uptake. On the other hand, hydropriming (WP) and low level of NaCl priming can improve the germination of seeds, chlorophyll contents, oil and seed yield in plants. That\'s why this study investigates the impact of hydro and different levels of NaCl (0.5, 1.0, 1.5 and 2.0%) priming, as pre-treatment techniques on canola seeds germination, growth and yield of two varieties Punjab and Faisal Canola. Results showed that, WP performed significant best for increase in germination (~ 20 and ~ 22%) and shoot length (~ 6 and ~ 10%) over non-priming (NP) in Punjab Canola and Faisal Canola respectively. A significant increase in plant height (~ 6 and ~ 7%), root length (~ 1 and ~ 7%), shoot fresh weight (~ 5 and ~ 7%), root fresh weight (~ 6 and ~ 7%) in Punjab Canola and Faisal Canola respectively. It was also observed that plants under WP and 0.5%NaCl priming were also better in production of seed yield per plant, oil contents, silique per plant, seeds per silique, and branches per plant chlorophyll contents and leaf relative water contents over NP. In conclusion, WP and 0.5%NaCl has potential to improve the germination, growth, yield and oil attributes of canola compared to non-priming, 1.0%NaCl priming, 1.5%NaCl priming and 2.0%NaCl priming.
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  • 文章类型: Journal Article
    由于Cd在水中的高溶解度,它被认为是一种潜在的毒素,可以导致人类癌症。在植物中,由于活性氧的产生,它与氧化应激的发展有关。为了克服这个问题,不同植物激素的作用至关重要。条纹色调,一种这样的天然植物激素,通过减轻镉的有害影响来减轻镉的毒性。酸化生物炭(AB)还可以通过离子吸附和pH缓冲有效减轻镉的毒性。然而,stragolactone和AB的联合作用仍需要在现有文献的背景下进行深入研究。本研究旨在评估SL(0和25µM)和AB(0和0.75%w/w)对Cd毒性下萝卜生长的个体和综合影响。即,0和20mgCd/kg泥土。使用完全随机设计(CRD),每种治疗均重复四次.与20mgCd/kg土壤污染下的对照相比,结果表明,25µMstrigolactone+0.75%AB显着提高了以下方面:萝卜芽长度(〜17%),根长(~47%),植物鲜重(~28%),植物干重(~96%),叶绿素a(~43%),叶绿素b(~31%),和总叶绿素(~37%)。还注意到,在20mgCd/kg土壤毒性下,0.75%AB在降低抗氧化活性方面比25µMstrogolactone更为明显。然而,在降低萝卜植物的抗氧化活性方面,执行25µMstrigolactone+0.75%AB远远优于仅使用25µMstrigolactone和0.75%AB。总之,通过调节抗氧化活性,25µMstingolactone+0.75%AB可以增加镉污染土壤中萝卜的生长。
    Due to the high solubility of Cd in water, it is considered a potential toxin which can cause cancer in humans. In plants, it is associated with the development of oxidative stress due to the generation of reactive oxygen species. To overcome this issue, the roles of different plant hormones are vital. Strigolactones, one of such natural plant hormones, show promise in alleviating cadmium toxicity by mitigating its harmful effects. Acidified biochar (AB) can also effectively mitigate cadmium toxicity via ion adsorption and pH buffering. However, the combined effects of strigolactone and AB still need in-depth investigations in the context of existing literature. This study aimed to assess the individual and combined impacts of SLs (0 and 25 µM) and AB (0 and 0.75% w/w) on radish growth under Cd toxicity, i.e., 0 and 20 mg Cd/kg soil. Using a fully randomized design (CRD), each treatment was administered in four replicates. In comparison to the control under 20 mg Cd/kg soil contamination, the results showed that 25 µM strigolactone + 0.75% AB significantly improved the following: radish shoot length (~ 17%), root length (~ 47%), plant fresh weight (~ 28%), plant dry weight (~ 96%), chlorophyll a (~ 43%), chlorophyll b (~ 31%), and total chlorophyll (~ 37%). It was also noted that 0.75% AB was more pronounced in decreasing antioxidant activities than 25 µM strigolactone under 20 mg Cd/ kg soil toxicity. However, performing 25 µM strigolactone + 0.75% AB was far better than the sole application of 25 µM strigolactone and 0.75% AB in decreasing antioxidant activities in radish plants. In conclusion, by regulating antioxidant activities, 25 µM strigolactone + 0.75% AB can increase radish growth in cadmium-contaminated soils.
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  • 文章类型: Journal Article
    盐度胁迫通过破坏渗透平衡和抑制养分吸收来显著阻碍植物生长,导致生物量减少和发育迟缓。使用皂苷(SAP)和硼(B)可以有效地克服这个问题。硼通过稳定细胞壁和细胞膜来降低盐度应力,调节离子平衡,激活抗氧化酶,和提高水的吸收。SAP是生物活性化合物,有可能通过改善营养吸收来缓解盐度胁迫。调节植物激素水平,促进根系生长,和刺激抗氧化活性。这就是为什么当前的研究计划使用SAP和硼的组合作为缓解甘薯中盐度胁迫的修正。四个水平的SAP(0%,0.1%,0.15%,和0.20%)和B(对照,5、10和20mg/LB)在完全随机设计后以4次重复施用。结果表明,0.15%SAP与20mg/LB引起的甘薯藤长显著增加(13.12%),藤蔓重量(12.86%),根重(8.31%),在盐度胁迫下过度控制。显著提高甘薯叶绿素a(9.84%),叶绿素b(20.20%),总叶绿素(13.94%),光合速率(17.69%),蒸腾速率(16.03%),与盐度胁迫下的对照组相比,气孔导度(17.59%)证明了0.15%SAP20mg/LB处理的有效性。总之,建议使用0.15%SAP20mg/LB来减轻甘薯的盐度胁迫。
    Salinity stress significantly hinders plant growth by disrupting osmotic balance and inhibiting nutrient uptake, leading to reduced biomass and stunted development. Using saponin (SAP) and boron (B) can effectively overcome this issue. Boron decreases salinity stress by stabilizing cell walls and membranes, regulating ion balance, activating antioxidant enzymes, and enhancing water uptake. SAP are bioactive compounds that have the potential to alleviate salinity stress by improving nutrient uptake, modulating plant hormone levels, promoting root growth, and stimulating antioxidant activity. That\'s why the current study was planned to use a combination of SAP and boron as amendments to mitigate salinity stress in sweet potatoes. Four levels of SAP (0%, 0.1%, 0.15%, and 0.20%) and B (control, 5, 10, and 20 mg/L B) were applied in 4 replications following a completely randomized design. Results illustrated that 0.15% SAP with 20 mg/L B caused significant enhancement in sweet potato vine length (13.12%), vine weight (12.86%), root weight (8.31%), over control under salinity stress. A significant improvement in sweet potato chlorophyll a (9.84%), chlorophyll b (20.20%), total chlorophyll (13.94%), photosynthetic rate (17.69%), transpiration rate (16.03%), and stomatal conductance (17.59%) contrast to control under salinity stress prove the effectiveness of 0.15% SAP + 20 mg/L B treatment. In conclusion, 0.15% SAP + 20 mg/L B is recommended to mitigate salinity stress in sweet potatoes.
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  • 文章类型: Journal Article
    盐度胁迫显著影响作物,破坏他们的水平衡和营养吸收,减少增长,产量,和整体植物健康。土壤中的高盐度会破坏植物的水平衡,从而对植物产生不利影响。过量的盐含量会导致脱水,阻碍营养吸收,破坏植物细胞,最终损害生长和降低作物产量。没食子酸(GA)和铁酸锌(ZnFNP)可以有效地克服这一问题。GA可以促进根系生长,促进光合作用,帮助植物有效吸收营养。然而,它们作为干旱修正案的联合应用仍然需要科学依据。铁酸锌纳米颗粒对土壤修复和医学应用具有许多有益的特性。这就是为什么当前的研究使用GA和ZnFNP的组合作为小麦的改良剂。有4种治疗方法,即,0,10µMGA,15μMGA,和20µMGA,在完全随机设计后,不使用和使用5μMZnFNP重复4次。结果表明,20μMGA+5μMZnFNP引起小麦芽长度的显着改善(28.62%),芽鲜重(16.52%),芽干重(11.38%),根长(3.64%),根鲜重(14.72%),与对照相比,根干重(9.71%)。小麦叶绿素a显著富集(19.76%),叶绿素b(25.16%),总叶绿素(21.35%),光合速率(12.72%),蒸腾速率(10.09%),与对照组相比,气孔导度(15.25%)验证了20µMGA+5μMZnFNP的电势。此外,N的改进,P,与对照相比,谷物和枝条中的K浓度验证了20µMGA5μMZnFNP的有效功能。总之,20μMGA+5μMZnFNP可以潜在地改善生长,盐分胁迫下栽培小麦的叶绿素含量和气体交换特性。建议进行更多的研究,以宣布20µMGA5μMZnFNP为减轻不同谷类作物盐分胁迫的最佳改良剂。
    Salinity stress significantly impacts crops, disrupting their water balance and nutrient uptake, reducing growth, yield, and overall plant health. High salinity in soil can adversely affect plants by disrupting their water balance. Excessive salt levels can lead to dehydration, hinder nutrient absorption, and damage plant cells, ultimately impairing growth and reducing crop yields. Gallic acid (GA) and zinc ferrite (ZnFNP) can effectively overcome this problem. GA can promote root growth, boost photosynthesis, and help plants absorb nutrients efficiently. However, their combined application as an amendment against drought still needs scientific justification. Zinc ferrite nanoparticles possess many beneficial properties for soil remediation and medical applications. That\'s why the current study used a combination of GA and ZnFNP as amendments to wheat. There were 4 treatments, i.e., 0, 10 µM GA, 15 μM GA, and 20 µM GA, without and with 5 μM ZnFNP applied in 4 replications following a completely randomized design. Results exhibited that 20 µM GA + 5 μM ZnFNP caused significant improvement in wheat shoot length (28.62%), shoot fresh weight (16.52%), shoot dry weight (11.38%), root length (3.64%), root fresh weight (14.72%), and root dry weight (9.71%) in contrast to the control. Significant enrichment in wheat chlorophyll a (19.76%), chlorophyll b (25.16%), total chlorophyll (21.35%), photosynthetic rate (12.72%), transpiration rate (10.09%), and stomatal conductance (15.25%) over the control validate the potential of 20 µM GA + 5 μM ZnFNP. Furthermore, improvement in N, P, and K concentration in grain and shoot verified the effective functioning of 20 µM GA + 5 μM ZnFNP compared to control. In conclusion, 20 µM GA + 5 μM ZnFNP can potentially improve the growth, chlorophyll contents and gas exchange attributes of wheat cultivated in salinity stress. More investigations are suggested to declare 20 µM GA + 5 μM ZnFNP as the best amendment for alleviating salinity stress in different cereal crops.
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  • 文章类型: Journal Article
    空气中不断增加的二氧化碳(CO2)水平对所有生物体和环境构成直接威胁。利用植物吸收CO2的能力是应对这些不断上升的CO2水平的最有效方法之一。本研究旨在开发基于非色散红外(NDIR)光谱和光学方法的组合光合和叶绿素a传感器。这个传感器可以同时,净光合作用和叶绿素a含量的密集测量,并产生准确的信息。传感器与商用仪器的功效的比较分析表明,从开发的光合和叶绿素a传感器获得的测量值与商用仪器(便携式光合作用系统LI-6400)和叶绿素仪(SPAD-502)获得的测量值没有显着差异,95%的置信水平。此外,开发的光合传感器可用作叶绿素a含量和净光合作用的新相关单元。因此,该传感器可用于提出有效的种植过程,以降低大气中的二氧化碳水平,并在智能农业系统中控制产量质量。
    The increasing carbon dioxide (CO2) levels in the air pose a direct threat to all living organisms and the environment. Leveraging the ability of plants to absorb CO2 is one of the most effective methods for countering these rising CO2 levels. The present study aimes to develop a combo photosynthetic and chlorophyll-a sensor based on Non-Dispersive Infrared (NDIR) spectroscopy and an optical method. This sensor enables simultaneous, intensive measurement of net photosynthesis and chlorophyll-a content and yields accurate information. Comparative analysis of the efficacy of the sensors to that of a commercial instrument demonstrated that the measurement values obtained from the developed photosynthetic and chlorophyll-a sensors were not significantly different from those acquired with the commercial instrument (portable photosynthesis system LI-6400) and chlorophyll metre (SPAD-502), with a 95 % confidence level. Furthermore, the developed photosynthetic sensor could be used as a new correlation unit for chlorophyll-a content and net photosynthesis. Therefore, the sensor can be used to propose effective plantation processes to reduce atmospheric CO2 levels and in smart farming systems to control the quality of yields.
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  • 文章类型: Journal Article
    叶片叶绿素含量是评价作物光合能力和生长健康的重要生理指标。在这次调查中,重点研究了陕北马铃薯块茎形成阶段单位叶面积叶绿素含量(LCCA)和单位鲜重叶绿素含量(LCCW)。为此,获取了地面高光谱数据以制定植被指数。采用相关系数法得到马铃薯LCCA与LCCW相关性最好的“三边”参数,经验植被指数,0-2分数阶微分变换(步长0.5)后构建的任意两波段植被指数,和三个光谱参数中相关性最高的参数,将其分为四个组合作为模型输入。利用支持向量机(SVM)构建了马铃薯LCCA和LCCW的预测模型,随机森林(RF)和反向传播神经网络(BPNN)算法。结果表明,与“三边”参数和经验植被指数相比,差分变换后的高光谱反射率构建的光谱指数与马铃薯LCCA和LCCW有较强的相关性。与不治疗相比,光谱指数与马铃薯LCC的相关性和模型的预测精度在初始生长后随微分阶数的增加呈下降趋势。经过0-2阶差分处理后的最高相关指数为DI,最大相关系数分别为0.787、0.798、0.792、0.788和0.756。各阶差分处理后的光谱指数相关系数的最大值对应于红色边缘或近红外波段。综合比较表明,在LCCA和LCCW估计模型中,当组合3用作输入变量时,RF模型具有最高的精度。因此,在马铃薯行业的农业实践中,更建议使用LCCA来估算作物叶片的叶绿素含量。本研究结果可增强对马铃薯冠层光谱信息的科学认识和准确模拟,为作物生长遥感反演提供理论依据,促进现代精准农业的发展。
    Leaf chlorophyll content (LCC) is an important physiological index to evaluate the photosynthetic capacity and growth health of crops. In this investigation, the focus was placed on the chlorophyll content per unit of leaf area (LCCA) and the chlorophyll content per unit of fresh weight (LCCW) during the tuber formation phase of potatoes in Northern Shaanxi. Ground-based hyperspectral data were acquired for this purpose to formulate the vegetation index. The correlation coefficient method was used to obtain the \"trilateral\" parameters with the best correlation between potato LCCA and LCCW, empirical vegetation index, any two-band vegetation index constructed after 0-2 fractional differential transformation (step size 0.5), and the parameters with the highest correlation among the three spectral parameters, which were divided into four combinations as model inputs. The prediction models of potato LCCA and LCCW were constructed using the support vector machine (SVM), random forest (RF) and back propagation neural network (BPNN) algorithms. The results showed that, compared with the \"trilateral\" parameter and the empirical vegetation index, the spectral index constructed by the hyperspectral reflectance after differential transformation had a stronger correlation with potato LCCA and LCCW. Compared with no treatment, the correlation between spectral index and potato LCC and the prediction accuracy of the model showed a trend of decreasing after initial growth with the increase in differential order. The highest correlation index after 0-2 order differential treatment is DI, and the maximum correlation coefficients are 0.787, 0.798, 0.792, 0.788 and 0.756, respectively. The maximum value of the spectral index correlation coefficient after each order differential treatment corresponds to the red edge or near-infrared band. A comprehensive comparison shows that in the LCCA and LCCW estimation models, the RF model has the highest accuracy when combination 3 is used as the input variable. Therefore, it is more recommended to use the LCCA to estimate the chlorophyll content of crop leaves in the agricultural practices of the potato industry. The results of this study can enhance the scientific understanding and accurate simulation of potato canopy spectral information, provide a theoretical basis for the remote sensing inversion of crop growth, and promote the development of modern precision agriculture.
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  • 文章类型: Journal Article
    本章提供了一种使用光谱反射率评估植物健康和叶片特征的方法。它提供了使用光谱仪进行叶片光谱反射率的高分辨率点测量和多光谱成像以捕获空间数据的分步指南,强调一致测量条件的重要性。本章进一步探讨了多光谱成像的复杂性,包括校准,数据收集,和图像处理。最后,本章深入研究了各种光谱指数在色素含量等关键性状定量中的应用,叶黄素循环的状态,含水量,以及如何识别感兴趣的光谱区域以进行进一步的研究和开发。作为植物科学研究人员和从业人员的指南,本章为使用光谱反射率的植物健康评估提供了一个简单的框架。
    This chapter provides a methodology for evaluating plant health and leaf characteristics using spectral reflectance. It provides a step-by-step guide to using spectrometers for high-resolution point measurements of leaf spectral reflectance and multispectral imaging for capturing spatial data, emphasizing the importance of consistent measurement conditions. The chapter further explores the intricacies of multispectral imaging, including calibration, data collection, and image processing. Finally, this chapter delves into the application of various spectral indices for the quantification of key traits such as pigment content, the status of the xanthophyll cycle, water content, and how to identify spectral regions of interest for further research and development. Serving as a guide for researchers and practitioners in plant science, this chapter provides a straightforward framework for plant health assessment using spectral reflectance.
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