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Grapevine leaf ionome is shaped by soil factors and plant age 葡萄藤叶片电离层受土壤因素和植株年龄的影响
IF 2.4 3区 农林科学 Q1 AGRONOMY Pub Date : 2022-09-08 DOI: 10.17221/22/2022-pse
M. Likar, B. Stres, D. Rusjan, Katarina Vogel Mikuš, M. Regvar
The concept of terroir relates the sensory attributes of wines attributable to the environmental conditions of the grapevines, and therefore it represents an important descriptor of the connection between wines and their origins. In ongoing efforts to improve the monitoring and geochemical fingerprinting of grapevine products, knowledge of the variability of grapevine elemental compositions, and factors that have strong influences on this, can significantly improve the traceability of wines to their origins. Here, we demonstrate a strong connection of grapevine elemental composition to the micro-location of the individual vineyard, with an important contribution from the biotic soil factors. The differences in measured leaf elements appear to be more closely connected to the grapevine age than to the viticultural practice (biological vs. conventional). Soil microbial communities have a substantial impact on grapevine leaf elements, with differences seen between fungi and bacteria. Bacteria appear to be more closely related to the environment in vineyards than fungi, with changes in their interplay reflected in the elemental composition of the grapevines. Nevertheless, both microbial groups explain 15% to 17% of the variation in the grapevine leaf elements, making the soil fungal and bacterial communities critical factors in the terroir concept.
风土的概念将葡萄酒的感官属性与葡萄树的环境条件联系起来,因此它代表了葡萄酒与其原产地之间联系的重要描述。在不断努力改进葡萄产品的监测和地球化学指纹图谱的过程中,了解葡萄元素组成的可变性,以及对这种可变性有强烈影响的因素,可以显著提高葡萄酒对其原产地的可追溯性。在这里,我们证明了葡萄元素组成与单个葡萄园的微位置有很强的联系,其中生物土壤因素有重要贡献。在测量叶片元素的差异似乎更密切地联系到葡萄树的年龄,而不是葡萄栽培实践(生物vs.传统)。土壤微生物群落对葡萄叶片元素有重大影响,真菌和细菌之间存在差异。细菌似乎比真菌与葡萄园环境的关系更密切,它们相互作用的变化反映在葡萄藤的元素组成上。然而,这两种微生物群体解释了葡萄叶片元素变化的15%至17%,使土壤真菌和细菌群落成为风土概念中的关键因素。
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引用次数: 0
Effects of exogenous glycinebetaine on cadmium-induced changes in photosynthetic performance, antioxidative metabolism and ATPase in cucumber seedlings 外源甘氨酸甜菜碱对镉诱导黄瓜幼苗光合性能、抗氧化代谢和ATP酶变化的影响
IF 2.4 3区 农林科学 Q1 AGRONOMY Pub Date : 2022-09-02 DOI: 10.17221/141/2022-pse
Hongyan Sun, Xiaoyun Wang, Jia Yu, Yifang Gao, Xianjun Liu, Xiaoxiao Wang, Xiaoli Wu
A hydroponic experiment was carried out to study the ameliorative effects of exogenous glycinebetaine (GB) upon cadmium (Cd) toxicity in cucumber seedlings. The results indicated that 50 μmol/L Cd stress decreased soil plant analysis development (SPAD) value, plant height, root length, seedling biomass, activities of ascorbate peroxidase (APX) and ATPase in leaves, stems and roots; however, increased peroxidase (POD) and superoxide dismutase (SOD) activities in all tissues, catalase (CAT) activities in stems/roots. Moreover, Cd stress also elevated leaf/root malondialdehyde (MDA), proline, phenols and flavonoid content in all cucumber tissues over the control. The supplementation of GB (Cd + GB) prominently alleviated Cd-induced growth inhibition and oxidative stress, increased SPAD value and stem ATPase, and improved photosynthetic performance compared with Cd treatment alone. Furthermore, external GB diminished leaf/root MDA accumulation and decreased leaf/root proline contents as well as phenols and flavonoid contents in all tissues. Meanwhile, exogenous GB counteracted Cd-induced alterations of certain antioxidant enzymes. For example, it brought all tissue POD and SOD activities and stem/root CAT activities down towards the control level and significantly increased APX activities, especially in leaves and stems. These data suggested the principal protective mechanism for the exogenous GB against Cd toxicity in cucumber seedlings is closely related to improved photosynthesis, diminished Cd-induced proline and MDA accumulation, enhanced ATPase as well as modulation of antioxidant enzymes.
采用水培试验研究了外源甘氨酸甜菜碱(GB)对黄瓜幼苗镉(Cd)毒性的改善作用。结果表明,50μmol/L镉胁迫降低了土壤植物分析发育(SPAD)值、株高、根长、幼苗生物量、叶、茎和根中抗坏血酸过氧化物酶(APX)和ATP酶活性;然而,所有组织中的过氧化物酶(POD)和超氧化物歧化酶(SOD)活性增加,茎/根中的过氧化氢酶(CAT)活性增加。此外,镉胁迫还使黄瓜各组织的叶/根丙二醛(MDA)、脯氨酸、酚类和类黄酮含量均高于对照。与单独镉处理相比,补充GB(Cd+GB)显著减轻了镉诱导的生长抑制和氧化应激,增加了SPAD值和茎ATP酶,改善了光合性能。此外,外源GB减少了叶片/根MDA的积累,降低了所有组织中叶片/根脯氨酸含量以及酚类和类黄酮含量。同时,外源GB对抗了Cd诱导的某些抗氧化酶的改变。例如,它使所有组织POD和SOD活性以及茎/根CAT活性下降到对照水平,并显著增加APX活性,尤其是在叶片和茎中。这些数据表明,外源GB对黄瓜幼苗镉毒性的主要保护机制与提高光合作用、减少镉诱导的脯氨酸和MDA积累、增强ATP酶以及调节抗氧化酶密切相关。
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引用次数: 2
Effect of plant essential oils on the mortality of Ditylenchus dipsaci (Kühn, 1857) nematode under in vitro conditions 植物精油在体外条件下对双囊线虫(Kühn,1857)死亡率的影响
IF 2.4 3区 农林科学 Q1 AGRONOMY Pub Date : 2022-09-02 DOI: 10.17221/92/2022-pse
O. Douda, M. Zouhar, M. Maňasová
With the need to obtain new methods to protect seed material from Ditylenchus dipsaci (Kühn, 1857) nematodes, a study was conducted to evaluate the nematicidal effects of several plants’ essential oils on the mortality of D. dipsaci. Tests were performed under in vitro conditions; a concentration of 2 000 ppm was tested, nematodes were added into diluted oils, and numbers of living/dead nematodes were scored after 4 and 24 h. The results show a significant effect of several plant essential oils on D. dipsaci mortality, with the highest efficacy found for oil from Cinnamomum cassia ((L.) J. Presl), with 100% mortality observed even after 4 h.
鉴于需要获得新的方法来保护种子材料免受Ditylenchus dipsaci(Kühn,1857)线虫的侵害,进行了一项研究,以评估几种植物精油对dipsaci死亡率的杀线虫作用。试验在体外条件下进行;测试了2000ppm的浓度,将线虫加入稀释的油中,并在4和24小时后对活/死线虫的数量进行评分。结果表明,几种植物精油对续断的死亡率有显著影响,其中肉桂油的功效最高,即使在4小时后也观察到100%的死亡率。
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引用次数: 1
Allelopathic effect of common weeds on germination and seedling growth of rice in wetland paddy fields of Mizoram, India 印度米佐拉姆湿地稻田常见杂草对水稻发芽和幼苗生长的化感作用
IF 2.4 3区 农林科学 Q1 AGRONOMY Pub Date : 2022-08-29 DOI: 10.17221/167/2022-pse
Lalbiakdika, H. Lalruatsanga, F. Lalnunmawia
Weed invasion of crops contested for environmental resources alongside releasing a certain chemical into the soil and thereby lowering yield potential. The possible allelopathic influence of aqueous extract from leaves and shoots of Alternanthera philoxeroides (Mart.) Griseb., Ludwigia octovalvis (Jacq.) P.H. Raven and Persicaria hydropiper (L.) Delarbe on germination and seedling growth of rice (Oryza sativa L.) was investigated in this study. To prepare the extract, powdered air-dried leaves and shoots of certain weeds were soaked in distilled water (1 : 10) for 24 h at room temperature, and a different dilution was made from the stock. Aqueous extracts from various plant parts were found to suppress seed germination and the development of rice seedlings. As the extract concentration increases, the intensity of inhibition on germination, shoot length, root length and dry matter reduction increases. The average percent inhibition (API) of leaf extract treatments, namely 8% and 10% A. philoxeroides, 8% and 10% L. octovalvis, and 10% P. hydropiper, was found to be greater than 45%. Shoot extracts containing 2% A. philoxeroides, 2% and 4% L. octovalvis, and 2% P. hydropiper have less than 15% average percent inhibition. According to the findings, different weeds contain allelochemicals of variable types and quantities, and different portions of the same weed have distinct effects on germination and rice seedling development.
杂草入侵作物争夺环境资源,同时向土壤中释放某种化学物质,从而降低产量潜力。空心莲子草(Alternathera philoxeroides(Mart.)Griseb。,本文研究了八瓣路德维希(Ludwigia octovalvis)P.H.Raven和水培Persicaria hydropiper(L.)Delarbe对水稻(Oryza sativa L.)发芽和幼苗生长的影响。为了制备提取物,将某些杂草的粉末状风干叶子和嫩芽浸泡在蒸馏水中(1 : 10) 在室温下保持24小时,并由原料制成不同的稀释液。从不同植物部位提取的水提取物被发现可以抑制种子发芽和水稻幼苗的发育。随着提取物浓度的增加,对发芽、茎长、根长和干物质减少的抑制强度增加。叶提取物处理的平均抑制率(API)分别为8%和10%,8%和10%L。octovalvis和10%P.hydropiper被发现大于45%。含有2%的喜旱莲子、2%和4%的八瓣莲子和2%的水培莲子的茎提取物的平均抑制率低于15%。研究结果表明,不同杂草含有不同类型和数量的化感物质,同一杂草的不同部位对发芽和水稻幼苗发育有不同的影响。
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引用次数: 0
Soil enzyme activities after application of fungicide QuadrisR at increasing concentration rates 施用杀菌剂QuadrisR后土壤酶活性随浓度增加速率的变化
IF 2.4 3区 农林科学 Q1 AGRONOMY Pub Date : 2022-08-24 DOI: 10.17221/127/2022-pse
S. Boteva, A. Kenarova, Michaella Petkova, S. Georgieva, C. Chanev, G. Radeva
The study aimed to assess the effects of fungicide QuadrisR on activities of soil enzymes contributed to soil nutrient turnover. A batch laboratory experiment with QuadrisR-amended (0 mg/kg ds (dry soil) – 35.00 mg/kg ds) loamy sand soil was conducted, and shifts in soil physical environments and enzyme activities (beta-glucosidase, urease, acid and alkaline phosphatases, arylsulfatase and dehydrogenase) were evaluated on experimental days 1, 30, 60, 90 and 120. The results indicated that QuadrisR changed both soil properties and enzyme activities. The most sensitive environmental parameter to fungicide input was soil pH. The most suscaptable to QuadrisR enzymes were dehydrogenase and arylsulfatase, and the most resistant – urease. The mean overall dehydrogenase activity decreased by 33%, whereas the profile of arylsulfatase activity tended to permanent decrease over time. The general pattern of enzyme responses to QuadrisR was an immediate-early (days 1 – 30) decline of enzyme activities after fungicide application, except that of arylsulfatase. Beta-glucosidase manifested a temporal profile of steady-state stimulation under the lowest (2.90 mg/kg ds) and low sensitivity to the higher (14.65 mg/kg ds and 35.00 mg/kg ds) fungicide concentrations.
本研究旨在评价杀菌剂QuadrisR对土壤养分周转酶活性的影响。采用quadrisr添加(0 mg/kg ds(干土)- 35.00 mg/kg ds)的壤土进行批量室内试验,在试验第1、30、60、90和120天评估土壤物理环境和酶活性(β -葡萄糖苷酶、脲酶、酸性和碱性磷酸酶、arylsulfatase和脱氢酶)的变化。结果表明,QuadrisR既改变了土壤性质,也改变了酶活性。对杀菌剂输入最敏感的环境参数是土壤ph,对QuadrisR最敏感的酶是脱氢酶和芳基硫酸酯酶,对其最耐药的是脲酶。脱氢酶的平均总活性下降了33%,而芳基磺化酶的活性随着时间的推移呈永久性下降趋势。除芳基磺化酶外,QuadrisR对酶的一般反应模式是施用杀菌剂后酶活性立即-早期(1 - 30天)下降。β -葡萄糖苷酶在最低浓度(2.90 mg/kg ds)下表现出稳态刺激的时间分布,对较高浓度(14.65 mg/kg ds和35.00 mg/kg ds)的敏感性较低。
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引用次数: 2
Optimisation of irrigation strategy in sugar beet farming based on yield, quality and water productivity 基于产量、质量和水分生产力的甜菜灌溉策略优化
IF 2.4 3区 农林科学 Q1 AGRONOMY Pub Date : 2022-08-24 DOI: 10.17221/234/2022-pse
A. Yetik, B. Candoğan
Present experiments were conducted to determine the effects of different irrigation levels on yield, yield components and quality of drip-irrigated sugar beet under sub-humid conditions. Field experiments were conducted in the 2019 and 2021 growing seasons in the Bursa province of Turkey. Experiments were carried out in completely randomised blocks design with three replications. Irrigations were scheduled based on the replenishment of 100 (S1), 66 (S2), 33 (S3), and 0% (S4) of soil water depletion within the soil profile of 90 cm using 7-day irrigation intervals. In 2019, root yields varied between 29.32 (S4)–86.31 (S1) t/ha and sugar yields between 6.33–13.57 t/ha. In 2021, root yields varied between 26.18 (S4)–74.56 (S1) t/ha and sugar yields between 6.56–12.53 t/ha. Effects of different irrigation levels on investigated parameters were found to be significant (P < 0.01). The crop water consumption values were significantly related to root and sugar yields (P < 0.01). Based on present findings, S1 treatment was recommended to get the highest root and sugar yields. In case of limited water resources, S2 (33% water shortage) treatment with the highest water productivity and irrigation water productivity values could be recommended to ensure maximum efficiency from the applied irrigation water quantity.
本试验测定了亚湿润条件下不同灌溉水平对滴灌甜菜产量、产量构成和品质的影响。2019年和2021年生长季节在土耳其布尔萨省进行了田间试验。实验是在完全随机的区块设计中进行的,有三个重复。灌溉计划基于使用7天灌溉间隔在90厘米的土壤剖面内补充100(S1)、66(S2)、33(S3)和0%(S4)的土壤水分消耗。2019年,根产量在29.32(S4)–86.31(S1)t/ha之间,糖产量在6.33–13.57 t/ha之间。2021年,根产量在26.18(S4)-74.56(S1)t/ha之间,糖产量在6.56-12.53 t/ha之间。不同灌溉水平对研究参数的影响显著(P<0.01)。作物耗水值与根产量和糖产量显著相关(P<0.01),根据目前的研究结果,推荐S1处理获得最高的根产量和糖份产量。在水资源有限的情况下,可以推荐具有最高水生产力和灌溉水生产力值的S2(33%缺水)处理,以确保应用灌溉水量的最大效率。
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引用次数: 0
Effect of plant growth regulators on potato tuber yield and quality 植物生长调节剂对马铃薯块茎产量和品质的影响
IF 2.4 3区 农林科学 Q1 AGRONOMY Pub Date : 2022-08-18 DOI: 10.17221/215/2022-pse
M. Kołodziejczyk, Kamil Gwóźdź
The aim of the study conducted in 2019–2021 was to determine the effect of biostimulants and growth regulators on the yield size and structure, as well as the chemical composition of edible potato tubers. The cultivar evaluated was Vineta. Asahi SL, Kelpak SL, Aminoplant, Tytanit, gibberellic acid (GA3) and Moddus 250 EC were applied in potato cultivation. The application of biostimulants Asahi SL and Tytanit increased the total and marketable tuber yield, as well as the average tuber weight. Aminoplant had a beneficial effect only on the marketable yield, while Moddus 250 EC decreased tuber yield and mean tuber weight, especially under conditions of high rainfall. Biostimulant Asahi SL caused a decrease in the number of tubers formed, while gibberellic acid stimulated tuberisation. Both preparations increased the share of deformed tubers in the total yield. The effect of biostimulants and growth regulators on the formation of the chemical composition of potato tubers was multidirectional. Tytanit increased protein content in tubers, while the remaining preparations, with the exception of the growth regulator Moddus 250 EC, decreased the amount of this component. GA3 and Moddus 250 EC decreased the content of crude fibre and, in the case of Moddus 250 EC, also the content of mineral components. The highest concentration of nitrates (V) was characteristic for potato tubers treated with Asahi SL and the lowest for those treated with Moddus 250 EC.
2019年至2021年进行的这项研究的目的是确定生物刺激剂和生长调节剂对可食用马铃薯块茎产量大小和结构以及化学成分的影响。评价的品种是葡萄藤。将Asahi SL、Kelpak SL、Aminoplant、Tytanit、赤霉素(GA3)和Moddus 250 EC应用于马铃薯栽培。生物刺激剂Asahi SL和Tytanit的应用提高了块茎的总产量和市场产量,以及块茎的平均重量。氨基植物仅对商品产量有有益影响,而Moddus 250 EC降低了块茎产量和平均块茎重量,尤其是在高降雨量条件下。生物刺激剂朝日SL导致块茎形成数量减少,而赤霉酸刺激块茎形成。两种制剂都增加了变形块茎在总产量中的份额。生物刺激剂和生长调节剂对马铃薯块茎化学成分形成的影响是多方向的。Tytanit增加了块茎中的蛋白质含量,而除生长调节剂Moddus 250 EC外,其余制剂降低了该成分的含量。GA3和Moddus 250 EC降低了粗纤维的含量,在Moddus 250EC的情况下,还降低了矿物成分的含量。硝酸盐(V)的最高浓度是用Asahi SL处理的马铃薯块茎的特征,而用Moddus 250 EC处理的块茎的硝酸盐浓度最低。
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引用次数: 3
Comparison of aeroponics technology with a conventional system of production of potato minitubers in the conditions of the Czech Republic 在捷克共和国的条件下,空气栽培技术与传统马铃薯苗生产系统的比较
IF 2.4 3区 农林科学 Q1 AGRONOMY Pub Date : 2022-08-05 DOI: 10.17221/164/2022-pse
M. Cizek, Z. Komárková
Aeroponics would appear to have a number of potential attributes to make potato production more efficient. In a 3-year experiment, from 2019 to 2021, potatoes were grown in aeroponic units using two nutrient solutions as well as in a conventional polycarbonate greenhouse in a substrate. Potato cultivars Adéla, Zuza and Ornella were used in all experiment years. No statistically significant effect of nutrient solution or potato cultivar on the number and weight of tubers was found in the trial. However, the advantages of aeroponics over conventional technology were statistically proven. The number of tubers per plant in aeroponic units ranged from 2.4 (2019, cv. Adéla) to 41.0 (2021, cv. Zuza), while in the greenhouse, they ranged from 3.9 (2019, cv. Adéla) up to 12.6 (2021, cv. Adéla). The average weight of tubers in aeroponic units ranged between 2.0 g and 9.9 g per plant (2 to 10 successive harvests), and in the greenhouse, 22.7 g to 41.9 g per plant (single harvest). The influence of cultivar on the average weight of tubers within individual cultivation technology variants was statistically proven only for polycarbonate greenhouse: only one harvest after the end vegetation.
气培技术似乎有许多潜在的特性可以提高马铃薯的生产效率。在一项为期3年的实验中,从2019年到2021年,马铃薯在气培装置中种植,使用两种营养液,以及在基材上的传统聚碳酸酯温室中种植。所有试验年份均使用马铃薯品种ad、Zuza和Ornella。试验中未发现营养液和马铃薯品种对马铃薯块茎数量和重量的影响有统计学意义。然而,空气栽培技术相对于传统技术的优势已被统计证明。气培单位每株块茎数从2.4个(2019,cv。adz3)至41.0(2021年,cv。Zuza),而在温室中,它们的范围从3.9 (2019,cv。adsamac)至12.6(2021年,cv。阿德拉)。气培单位的块茎平均重量在每株2.0克至9.9克之间(连续收获2至10次),在温室中,每株22.7克至41.9克(单次收获)。在个别栽培技术变异中,栽培品种对块茎平均重量的影响仅在聚碳酸酯温室中得到统计证明:在终末植被之后只有一次收获。
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引用次数: 0
Improving quantity and quality of sugar beet yield using agronomic methods in summer cultivation 夏播栽培中应用农艺方法提高甜菜产量和品质
IF 2.4 3区 农林科学 Q1 AGRONOMY Pub Date : 2022-08-03 DOI: 10.17221/151/2022-pse
R. Esmaeili, R. Mohammadian, Hossein HEIDARI SHARIF ABAD, Ghorban Noor Mohammadi
The effect of agronomic factors on the amount of water consumption and its productivity in arid and semiarid regions is very important. This study was conducted to diagnose agronomical procedures for increasing the yield and water productivity of sugar beet in two years (2016 and 2017). The experimental factors were: sowing date (spring and summer), planting arrangement (25–50 cm and 40–50 cm, double rows with a distance of 25 cm or 40 cm and a distance between each double row of 50 cm), and plant density (90, 120 and 160 thousand plant/ha). In the second year, the harvesting date, which consisted of conventional (October) and delayed (November), was added to the experiment. High temperature during and immediately after planting decreased emergence on the summer sowing date. The uniformity of roots and irrigation water productivity (WPirrig) in spring crops was higher than those of summer crops; meanwhile, on the summer sowing date, water consumption declined by 27% (and the sugar yield decreased intensively by 44%). Furthermore, planting arrangements of 25–50 resulted in better plant establishment and eventually increased the number of final plants. Besides, increasing plant density improved the uniformity of plants root. Sowing in summer compared to spring reduced root and sugar yield on a conventional harvesting date by about 40%. After 25 days’ delay in harvesting time on both sowing dates (by mean), root yield, sugar yield, and WPirrig, increased by about 14, 28 and 22%, respectively. In general, at moderate densities (about 120 000), planting arrangement 40–50 and at low densities (less than 90 000, which usually occurs on the summer sowing date), planting arrangement 25–50 is recommended to increase yield and WPirrig.
农业因素对干旱半干旱地区耗水量及其生产力的影响是非常重要的。本研究旨在诊断两年(2016年和2017年)内提高甜菜产量和水分生产率的农艺程序。试验因素为:播种日期(春季和夏季)、种植安排(25–50厘米和40–50厘米,25厘米或40厘米的双排,每双排之间的距离为50厘米)和植物密度(9、12和16万株/公顷)。在第二年,实验中增加了收获日期,包括传统的(10月)和延迟的(11月)。播种期间和播种后的高温降低了夏播期的出苗率。春季作物根系和灌溉水生产率的均匀性高于夏季作物;夏播期耗水量下降27%(产糖量下降44%)。此外,25–50的种植安排带来了更好的植物建立,并最终增加了最终植物的数量。此外,增加植物密度可以改善植物根系的均匀性。与春季相比,夏季播种使传统收获日期的根系和糖分产量减少了约40%。在两个播种日期的收获时间延迟25天后(平均),根产量、糖产量和WPirrig分别增加了约14%、28%和22%。一般来说,在中等密度(约120000)、种植安排40-50和低密度(低于90000,通常发生在夏播日)下,建议种植安排25-50,以提高产量和WPirrig。
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引用次数: 2
A comparison of measured and estimated saturated hydraulic conductivity of various soils in the Czech Republic 捷克共和国各种土壤的测量和估计的饱和水力导电性的比较
IF 2.4 3区 农林科学 Q1 AGRONOMY Pub Date : 2022-07-26 DOI: 10.17221/123/2022-pse
K. Báťková, S. Matula, Eva Hrúzová, M. Miháliková, R. Kara, Cansu Almaz
The study aims to indirectly determine the saturated hydraulic conductivity (Ks). The applicability of recently-published pedotransfer functions (PTFs) based on a machine learning approach has been tested, and their performance has been compared with well-known hierarchical PTFs (computer software Rosetta) for 126 soil data sets in the Czech Republic. The quality of estimates has been statistically evaluated in comparison with the measured Ks values; the root mean squared error (RMSE), the mean error (ME) and the coefficient of determination (R2) were considered. The eight tested models of PTFs were ranked according to the RMSE values. The measured results reflected high Ks variability between and within the study areas, especially for those areas where preferential flow occurred. In most cases, the tested PTFs overestimated the measured Ks values, which is documented by positive ME values. The RMSE values of the Ks estimate ranged on average from 0.5 (coarse-textured soils) to 1.3 (medium to fine-textured soils) for log-transformed Ks in cm/day. Generally, the models based on Random Forest performed better than those based on Boosted Regression Trees. However, the best estimates were obtained by Neural Network analysis PTFs in Rosetta, which scored for four best rankings out of five.
本研究旨在间接确定饱和水导率(Ks)。最近发表的基于机器学习方法的土壤传递函数(ptf)的适用性已经进行了测试,并将其性能与捷克共和国126个土壤数据集的知名分层ptf(计算机软件Rosetta)进行了比较。与测量的k值进行比较,对估计的质量进行了统计评估;考虑均方根误差(RMSE)、平均误差(ME)和决定系数(R2)。根据RMSE值对8种ptf模型进行排序。测量结果反映了研究区域之间和研究区域内的高Ks变异性,特别是在发生优先流动的区域。在大多数情况下,测试的ptf高估了测量的k值,这是由阳性ME值记录的。以cm/d为单位,对数变换k值的RMSE值平均在0.5(粗质土壤)到1.3(中、细质土壤)之间。一般来说,基于随机森林的模型比基于增强回归树的模型性能更好。然而,Rosetta的神经网络分析ptf获得了最好的估计,它在5个最佳排名中获得了4个最佳排名。
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引用次数: 0
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Plant, Soil and Environment
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