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1. 根据转录组分析影响鸡肉亚油酸含量的关键基因和调控通路
ZHAO Wen-juan, YUAN Xiao-ya, XIANG Hai, MA Zheng, CUI Huan-xian, LI Hua, ZHAO Gui-ping
Journal of Integrative Agriculture    2023, 22 (12): 3744-3754.   DOI: 10.1016/j.jia.2023.02.019
摘要226)      PDF    收藏

亚油酸是一种必需的多不饱和脂肪酸,不能由人类或动物自身合成,只能从外部获得。亚油酸的含量对肉的质量和风味有影响,并间接影响消费者的偏好。然而,影响亚油酸在生物体内沉积的分子机制并不清楚。因为对于亚油酸沉积的分子机制尚不明晰,为了研究影响亚油酸含量的主要效应基因,本研究旨在通过转录组测序(RNA-Seq)和加权基因共表达网络分析(WGCNA)来筛选慢型型黄羽鸡的关键基因。我们为了筛选与慢型黄羽肉鸡中亚油酸含量相关的候选基因,126天上市日龄时宰杀了399只天农麻鸡,测量了胸肌中的脂肪酸含量,并收集胸肌组织进行转录组测序。通过将转录组测序结果与WGCNA的表型相结合,来筛选候选基因。并对在相关度最高的模块中显著相关的基因进行了KEGG富集分析。在对399个胸肌组织进行基于RNA-Seq的质量控制后,共获得13,310个基因。使用这些基因进行了WGCNA,共得到26个模块,其中8个与亚油酸含量高度相关的模块。根据|GS|>0.2和|MM|>0.8的标准进行筛选,得到四个关键基因,即MDH2ATP5BRPL7APDGFRA。KEGG富集后结果显示,目标模块内的基因主要富集在代谢途径中。本研究通过大样本量的转录组分析,发现代谢途径在天农麻鸡亚油酸含量的调控中起着重要作用,并筛选出MDH2ATP5BRPL7APDGFRA作为影响亚油酸含量的重要候选基因。本研究结果为选择分子标记和全面了解影响肌肉中亚油酸含量的分子机制提供了理论依据,为慢速型黄羽肉鸡的育种提供了重要参考。

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2. A new feasible method for yield gap analysis in regions dominanted by smallholder farmers, with a case study of Jiangsu Province, China
SHAO Jing-jing, ZHAO Wen-qing, ZHOU Zhi-guo, DU Kang, KONG Ling-jie, WANG You-hua
Journal of Integrative Agriculture    2021, 20 (2): 460-469.   DOI: 10.1016/S2095-3119(20)63384-6
摘要108)      PDF    收藏
In the regions where crops were mostly produced by smallholder farmers, the analysis of yield gap is difficult due to diverse cultivars, crop managements and yield levels. In order to find an effective method that can reasonably verify the yield gap and the limiting cultivation factors in narrowing yield gaps in areas that are dominanted by smallholder farmers, we worked out a method consisting five progressive procedures as follows: questionnaire investigation of farmer cultivation regime, identification of yield levels and yield gaps, generalization of key cultivation measurements, reconstruction of representative maize populations, and process-based analysis of yield gap. A case study was carried out in Jiangsu Province, China, in which maize is mostly produced by smallholder farmers. A questionnaire investigation of 1 023 smallholder farmers was carried out firstly, then the frequency distribution of maize yield was simulated by an normal distribution function, and then the covering range and average value of the basic yield, farmer yield and high-yield farmer yield levels were calculated out from the equation. Hereby, the yield gaps 1, 2 and 3 were calculated along with the record highest yield from literature and experts, which were 2 564, 2 346 and 2 073 kg ha–1, respectively. Moreover, with the covering range of each yield level, the suveyed farmers belonging to each yield level were grouped together and then their major cultivation measures were traced and generalized. With the generalized cultivation measures, representative maize populations of the four yield levels were reconstructed, and thereby clarifing lots of characters of the populations or single plant of each population with process-based analysis of the reconstructed populations. In this case, the main factors causing the yield gap were plant density, fertilizer application rate, logging caused by hurricane, and damages caused by pests. The case study primarily indicated that this five-step method is feasible and effective in yield gap study, especially in smallholder farmers dominant regions.
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3. Hormonal changes play important roles in the key period of superior and inferior earshoot differentiation in maize
DU Kang, ZHAO Wen-qing, ZHOU Zhi-guo, SHAO Jing-jing, HU Wei, KONG Ling-jie, WANG You-hua
Journal of Integrative Agriculture    2021, 20 (12): 3143-3155.   DOI: 10.1016/S2095-3119(20)63337-8
摘要178)      PDF    收藏

生产中,强优势单果穗玉米品种通常拥有较高的产量潜力及资源利用效率。为了明确幼穗强、弱势差异分化的关键时期及内源激素在该时期的调控作用,本研究选用穗间强弱势差异显著的玉米品种苏玉41号 (单穗型,幼穗间强弱势差异显著和AN101(双穗型,幼穗间强弱势差异较小),于2017和2018年在江苏大丰稻麦原种场进行试验。结果表明:弱势幼果穗发育较强势穗分化滞后,其滞后分化不仅与分化起始时间延后有关,还与其在小穗分化期和性器官形成期的持续时间延长有关。该时期强弱势幼穗间激素差异显著。从吐丝前12天开始到吐丝当日,吲哚-3-乙酸(IAA),玉米素+玉米素核苷(ZR+ZT)和赤霉素(GA3)的含量在两品种强、弱势幼穗内均先上升后急剧下降且在两品种间差异显著。脱落酸(ABA)则是在强、弱势幼穗内先缓慢上升,然后在苏玉41号中逐渐下降,在AN101中维持较高水平。吐丝前8天是形态上强弱势分化的关键时期,此时上位幼穗(强势穗)处于小花分化到性器官形成的过渡期。此期,在苏玉41中强、弱势幼穗日生长量差值、IAA、(ZR+ZT)和GA3含量差值均高于AN101。同时,苏玉41号强、弱势间IAA比值及(ZR+ZT)比值均要高于AN101,而GA3和ABA则无明显差异。强、弱势幼穗间日生长量差值及内源激素差值的相关性分析表明内源激素在调控幼穗强、弱势差异分化中的作用存在差异。本研究结果表明,弱势果穗的滞后发育及其完成小穗分化和性器官形成时间过长有关;IAA和ZR+ZT在此过程中发挥重要调控作用,GA3似乎在更早时期参与强、弱势幼穗分化,而ABA未能观察到在此过程中发挥重要作用。


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4. Investigating structural impact of a valine to isoleucine substitution on anti-Müllerian hormone in silico and genetic association of the variant and AMH expression with egg production in chickens
DANG Li-ping, LIU Rui-fang, ZHAO Wen-yan, ZHOU Wen-xin, MIN Yu-na, WANG Zhe-peng
Journal of Integrative Agriculture    2020, 19 (6): 1635-1643.   DOI: 10.1016/S2095-3119(20)63176-8
摘要183)      PDF    收藏
Anti-Müllerian hormone (AMH) acts in maintaining orderly cyclic recruitment of early follicles, suggesting that it is a promising candidate for influencing animal reproductive efficiency.  This study aimed to elucidate the effect of a missense mutation of Val566Ile on the structure of AMH protein and the genetic association of Val566Ile and AMH expression with egg production in chickens.  Structural perturbations of Val566Ile were predicted by homology modeling.  The association of the variant with the number of eggs was tested using a quantitative trait transmission disequilibrium test model. AMH expression in granulosa cells in Lueyang black-boned chickens was compared with that in Nick chickens.  The Val566 of AMH is a non-conservative amino acid among mammals and birds, but its hydrophobicity is completely conservative.  The substitution of Val566 for Ile566 potentially disrupted hydrogen bonds and solvent accessibility of 22 residues and created a short α-helix in the C terminus of AMH.  Despite having striking structure-disrupting potential, the variant was not statistically associated with the number of eggs (P>0.05) in the Lueyang black-boned chickens.  We did not detect differential expression of AMH between Lueyang black-boned chickens and Nick chickens (P>0.05).  These results confirmed the structural impact of Val566Ile, but suggested that Val566Ile and AMH expression might not be the major genetic determinants for egg production in Lueyang black-boned chickens.
 
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5. A rapid approach for isolating a single fungal spore from rice blast diseased leaves
FEI Li-wang, LU Wen-bo, XU Xiao-zhou, YAN Feng-cheng, ZHANG Li-wei, LIU Jin-tao, BAI Yuan-jun, LI Zhen-yu, ZHAO Wen-sheng, YANG Jun, PENG You-liang
Journal of Integrative Agriculture    2019, 18 (6): 1415-1418.   DOI: 10.1016/S2095-3119(19)62581-5
摘要298)      PDF    收藏
Single spore isolation is a fundamental approach in plant pathology and mycology to isolate and identify plant fungal pathogens from diseased samples.  However, routine single spore isolation procedure is time-consuming and has a high risk of contamination by other microorganisms.  In this study, we developed a rapid approach for isolating a single spore of the fungal pathogen, Pyricularia oryzae, from rice blast diseased leaves in the paddy field with low potential of contamination.  First, rice blast leaves with single lesions were selected in the paddy field, and a single lesion was cut out and pressed and dragged gently across the surface of water agar.  Next, a germinated single spore with a barely visible piece of agar was cut out of water agar with a dissecting needle under a stereomicroscope at approximately 120-fold magnification.  Last, the germinated single spore with water agar was transferred onto oatmeal tomato agar for growth and preservation.  Based on our experience, a skilled technician or student can successfully isolate single spore from over 150 independent diseased samples with nearly no contaminations in a single working day.  This approach is also suitable for isolating single spore from other fungal disease samples that produce abundant aerial conidia.
 
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6. Fire blight disease, a fast-approaching threat to apple and pear production in China
ZHAO Yu-qiang, TIAN Yan-li, WANG Li-min, GENG Guo-min, ZHAO Wen-jun, HU Bai-shi, ZHAO You-fu
Journal of Integrative Agriculture    2019, 18 (4): 815-820.   DOI: 10.1016/S2095-3119(18)62033-7
摘要248)      PDF(pc) (4840KB)(266)    收藏
Fire blight, caused by Erwinia amylovora, is a devastating disease of apples and pears, causing enormous economic losses around the world.  The disease is indigenous to North America and has spread to more than 50 countries since its discovery in 1870s.  Recent reports of the disease in China’s neighboring countries, including South Korea, Kyrgyzstan, and Kazakhstan, pose great threat to the world’s leading producer of apples and pears.  This mini-review intends to provide an update on the disease, pathogen biology, epidemiology, and control.  It will also provide some perspectives and suggestions for the apple and pear industry and growers in China, which will face the imminent threat of this devastating disease.  
 
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7. Relationships between temperature-light meteorological factors and seedcotton biomass per boll at different boll positions
WU You, ZHAO Wen-qing, MENG Ya-li, WANG You-hua, CHEN Bing-lin, ZHOU Zhi-guo
Journal of Integrative Agriculture    2018, 17 (06): 1315-1326.   DOI: 10.1016/S2095-3119(17)61820-3
摘要452)      PDF    收藏
Cotton growth and development are determined and influenced by cultivars, meteorological conditions, and management practices.  The objective of this study was to quantify the optimum of temperature-light meteorological factors for seedcotton biomass per boll with respect to boll positions.  Field experiments were conducted using two cultivars of Kemian 1 and Sumian 15 with three planting dates of 25 April (mean daily temperature (MDT) was 28.0 and 25.4°C in 2010 and 2011, respectively), 25 May (MDT was 22.5 and 21.2°C in 2010 and 2011, respectively), and 10 Jun (MDT was 18.7 and 17.9°C in 2010 and 2011, respectively), and under three shading levels (crop relative light rates (CRLR) were 100, 80, and 60%) during 2010 and 2011 cotton boll development period (from anthesis to boll open stages).  The main meteorological factors (temperature and light) affected seedcotton biomass per boll differently among different boll positions and cultivars.  Mean daily radiation (MDR) affected seedcotton biomass per boll at all boll positions, except fruiting branch 2 (FB2)  fruting node 1 (FN1).  However, its influence was less than temperature factors, especially growing degree-days (GDD).  Optimum mean daily maximum temperature (MDTmax) for seedcotton biomass per boll at FB11FN3 was 29.9–32.4°C, and the optimum MDR at aforementioned position was 15.8–17.5 MJ m–2.  Definitely, these results can contribute to future cultural practices such as rational cultivars choice and distribution, simplifying field managements and mechanization to acquire more efficient and economical cotton management.
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8. Effects of planting dates and shading on carbohydrate content, yield, and fiber quality in cotton with respect to fruiting positions
ZHAO Wen-qing, WU You, Zahoor Rizwan, WANG You-hua, MA Yi-na, CHEN Bing-lin, MENG Ya-li, ZHOU Zhi-guo
Journal of Integrative Agriculture    2018, 17 (05): 1106-1119.   DOI: 10.1016/S2095-3119(17)61797-0
摘要473)      PDF    收藏
Two cotton (Gossypium hirsutum L.) cultivars, Kemian 1 (cool temperature-tolerant) and Sumian 15 (cool temperature-sensitive) were used to study the effects of cool temperature on carbohydrates, yield, and fiber quality in cotton bolls located at different fruiting positions (FP).  Cool temperatures were created using late planting and low light.  The experiment was conducted in 2010 and 2011 using two planting dates (OPD, the optimized planting date, 25 April; LPD, the late planting date, 10 June) and two shading levels of crop relative light rate (CRLR, 100 and 60%).  Compared with fruiting position 1 (FP1), cotton yield and yield components (fiber quality, leaf sucrose and starch content, and fiber cellulose) were all decreased on FP3 under all treatments.  Compared with OPD-CRLR 100%, other treatments (OPD-CRLR 60%, LPD-CRLR 100%, and LPD-CRLR 60%) had significantly decreased lint yield at both FPs of both cultivars, but especially at FP3 and in Sumian 15; this decrease was mainly caused by a large decline in boll number.  All fiber quality indices decreased under late planting and shading except fiber length at FP1 with OPD-CRLR 60%, and a greater reduction was observed at FP3 and in Sumian 15.  Sucrose content of the subtending leaf and fiber increased under LPD compared to OPD, whereas it decreased under CRLR 60% compared to CRLR 100%, which led to decreased fiber cellulose content.  Therefore, shading primarily decreased the “source” sucrose content in the subtending leaf whereas late planting diminished translocation of sucrose towards cotton fiber.  Notably, as planting date was delayed and light was decreased, more carbohydrates were distributed to leaf and bolls at FP1 than those at FP3, resulting in higher yield and better fiber quality at FP1, and a higher proportion of bolls and carbohydrates allocated at FP3 of Kemian 1 compared to that of Sumian 15.  In conclusion, cotton yield and fiber quality were reduced less at FP1 compared to those at FP3 under low temperature and low light conditions.  Thus, reduced cotton yield and fiber quality loss can be minimized by selecting low temperature tolerant cultivars under both low temperature and light conditions.
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9. Research on the appropriate way to transfer exogenous substances into chicken embryos
WANG Yi-lin, JIN Kai, HE Na-na, CHENG Shao-ze, ZUO Qi-sheng, LI Dong, WANG Ying-jie, WANG Fei, JI Yan-qing, LU Zhen-yu, ZHANG Chen, WANG Man, ZHAO Rui-feng, YU Xin-jian, ZHANG Ya-ni, ZHAO Wen-ming...
Journal of Integrative Agriculture    2017, 16 (10): 2257-2263.   DOI: 10.1016/S2095-3119(17)61668-X
摘要535)      PDF    收藏
In biological research, chicken embryos are a classic experimental model for the exploration of the embryonic development and cell differentiation.  Transferring exogenous substances into chicken embryos for producing medical antibodies has been widely used in the production practice.  However, there are few studies about the effect of the different injection site and dosage on chicken embryos.  The aim of this study was to explore the effects of different injection sites and dosages on chicken embryo hatching rate and development, so as to provide a basis for further studies using the chicken embryo model.  Freshly laid eggs (Rugao yellow chicken) were injected with different doses of saline at the tip, equatorial plane and the blunt end of the egg shell, respectively.  Egg hatching rate was recorded and compared among injection sites and different doses.  A trypan blue stain was also injected at the aforementioned sites and the growth of chicken embryos was observed.  The SPSS (statistical package for the social science) software was used to analyze the relationship between the chicken eggs hatching rate and the different injection sites or the different dosages.  The experimental results showed that there were significant differences on egg hatching rates among the different injection sites and doses (P<0.05).  The hatchability of the blunt end injection group was significantly higher than that of the other two sites.  The egg hatching rate decreased with increased saline doses.  The egg hatching rate of the 100 µL saline injection group was higher than the 200 and 300 µL dosage groups.  Ultimately, we suggest that the optimal chicken embryo injection process is during early development, at the blunt end site with a dose less than 100 µL to minimize damage to the egg.
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10. Susceptible time window and endurable duration of cotton fiber development to high temperature stress
XU Bo, ZHOU Zhi-guo, GUO Lin-tao, XU Wen-zheng, ZHAO Wen-qin, CHEN Bing-lin, MENG Ya-li, WANG You-hua
Journal of Integrative Agriculture    2017, 16 (09): 1936-1945.   DOI: 10.1016/S2095-3119(16)61566-6
摘要796)      PDF    收藏
    The development of the cotton fiber is very sensitive to temperature variation, and high temperature stress often causes reduced fiber yield and fiber quality.  Short-term high temperature stress often occurs during cotton production, but little is known about the specific timing and duration of stress that affects fiber development.  To make this clear, pot experiments were carried in 2014 and 2015 in a climate chamber using cotton cultivars HY370WR (less sensitive variety) and Sumian 15 (heat sensitive variety), which present different temperature sensitivities.  Changes of the most important fiber quality indices (i.e., fiber length, fiber strength and marcironaire) and three very important fiber development components (i.e., cellulose, sucrose and callose) were analyzed to define the time window and critical duration to the high temperature stress at 34°C (max38°C/min30°C).  When developing bolls were subjected to 5 days of high temperature stress at different days post-anthesis (DPA), the changes (Δ%) of fiber length, strength and micronire, as a function of imposed time followed square polynomial eq. as y=a+bx+cx2, and the time around 15 DPA was the most sensitive period for fiber quality development in response to heat stress.  When 15 DPA bolls were heat-stressed for different durations (2, 3, 4, 5, 6, 7 days), the changes (Δ%) of fiber length, strength and micronire, as a function of stress duration followed logistic equations .  Referred to that 5, 10 and 15% are usually used as criteria to decide whether techniques are effective or changes are significant in crop culture practice and reguard to the fiber quality indices change range, we suggested that 5% changes of the major fiber quality indices (fiber length, fiber strength and micronaire) and 10% changes of fiber development components (cellulose, sucrose and callose) could be taken as criteria to judge whether fiber development and fiber quality have been significantly affected by high temperature stress.  The key time window for cotton fiber development in response to the high temperature stress was 13–19 DPA, and the critical duration was about 5 days.
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11. The effects of sowing date on cottonseed properties at different fruiting-branch positions
HU Wei, CHEN Mei-li, ZHAO Wen-qing, CHEN Bing-lin, WANG You-hua, WANG Shan-shan, MENG Ya-li, ZHOU Zhi-guo
Journal of Integrative Agriculture    2017, 16 (06): 1322-1330.   DOI: 10.1016/S2095-3119(16)61537-X
摘要1236)      PDF    收藏
A two-year field experiment was conducted to illustrate the effects of sowing date on cottonseed properties at different fruiting-branch positions (FBPs).  Two cotton cultivars (Kemian 1 and Sumian 15) were sowed on 25 April, 25 May, and 10 June in 2010 and 2011, respectively.  The boll maturation period increased with the delaying of sowing date.  Normal sowing treatment (25 April) had higher seed weight, embryo weight, embryo oil content and protein content than late sowing treatments (25 May and 10 June).  The flowering date, seed weight, embryo weight, embryo oil and protein contents, and the dynamic changes of embryo oil and protein contents were altered by different FBPs.  A significant interaction of sowing date×FBP was observed on embryo weight, embryo oil content, embryo protein content and the dynamic changes of embryo oil and protein contents, but was not observed on seed weight.  Seed weight, embryo weight, embryo oil and protein content had significant positive correlations with the mean daily temperature (MDT), mean daily maximum temperature (MDTmax), mean daily minimum temperature (MDTmin), and mean daily solar radiation (MDSR), indicating that temperature and light resources were the main reasons for different sowing dates affecting the cottonseed properties at different FBPs.  Moreover, the difference in MDT was the main difference in climatic factors among different sowing dates.
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12. Development and evaluation of a herbal formulation with anti-pathogenic activities and probiotics stimulatory effects
ZHOU Qian, WANG Si-si, YANG Guang, ZHAO Wen, LI Hui-ling
Journal of Integrative Agriculture    2016, 15 (05): 1103-1111.   DOI: 10.1016/S2095-3119(15)61146-7
摘要1917)      PDF    收藏
   Searching alternative feed antibiotics is always a study hotspot in the field of animal production. In this study, the anti-pathogenic activities and probiotics stimulatory effects of 30 kinds of herbs were screened through Oxford cup method and Hungate roll method. 15 herbs showed significantly antibacterial activities (P<0.05) against Escherichia coli, Salmonella enteritidis, Salmonella typhimurium and Staphylococcus aureus. Seven herbs showed greatly stimulatory promoting effects on Lactobacillus acidophilus and Bifidobacterium longum. Finally, five herbs were combined for the developed formulation with selective antibacterial properties and they were Mume Fructus (35%), Isatidis Folium (25%), Moslae Herba (20%), Chrysanthemi Indici Flos (13%) and Bupleuri Radix (7%). The herbal formulation showed significantly antibacterial abilities against four pathogens and stimulatory promoting abilities on two probiotics in vitro and the equivalent activities in broiler chickens in vivo against E. coli and L. acidophilus. The toxicity study showed it had no toxicity, which indicated that it would be a kind of preferred candidate for an alternative antibiotic in future animal production.
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13. Nitrogen Concentration in Subtending Cotton Leaves in Relation to Fiber Strength in Different Fruiting Branches
ZHAO Wen-qing, LI Jian, GAO Xiang-bin, WANG You-hua, MENG Ya-li , ZHOU Zhi-guo
Journal of Integrative Agriculture    2013, 12 (10): 1757-1770.   DOI: 10.1016/S2095-3119(13)60336-6
摘要1311)      PDF    收藏
Nitrogen (N) fertilizer experiments were conducted to investigate the optimal subtending leaf N concentration for fiber strength, and its relationship with activities of key enzymes (sucrose synthase and β-1,3-glucanase) and contents of key constituents (sucrose and β-1,3-glucan) involved in fiber strength development in the lower, middle and upper fruiting branches of two cotton cultivars (Kemian 1 and NuCOTN 33B). For each sampling day, we simulated changes in fiber strength, activity of sucrose synthase and β-1,3-glucanase and levels of sucrose and β-1,3-glucan in response to leaf N concentration using quadratic eqs.; the optimal subtending leaf N concentrations were deduced from the eqs. For the same fruiting branch, changes in the optimal leaf N concentration based on fiber development (DPA) could be simulated by power functions. From these functions, the average optimal subtending leaf N concentrations during fiber development for the cultivar, Kemian 1, were 2.84% in the lower fruiting branches, 3.15% in the middle fruiting branches and 3.04% in the upper fruiting branches. For the cultivar, NuCOTN 33B, the optimum concentrations were 3.04, 3.28 and 3.18% in the lower, middle and upper fruiting branches, respectively. This quantification may be used as a monitoring index for evaluating fiber strength and its related key enzymes and constituents during fiber formation at the lower, middle and upper fruiting branches.
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14. Modeling Fiber Fineness, Maturity, and Micronaire in Cotton (Gossypium hirsutum L.)
ZHAO Wen-qing, ZHOU Zhi-guo, MENG Ya-li, CHEN Bing-lin, WANG You-hua
Journal of Integrative Agriculture    2013, 12 (1): 67-79.   DOI: 10.1016/S2095-3119(13)60206-3
摘要1483)      PDF    收藏
Crop performance is determined by the combined effects of the genotype of the crop and the environmental conditions of the production system. This study was undertaken to develop a dynamic model for simulating environmental (temperature and solar radiation) and N supply effects on fiber fineness, maturity and micronaire. Three different experiments involving genotypes, sowing dates, and N fertilization rates were conducted to support model development and model evaluation. The growth and development duration of fiber fineness, maturity, and micronaire were scaled by using physiological development time of secondary wall synthesis (PDTSWSP), which was determined based on the constant ratio of SWSP/ BMP. PTP (product of relative thermal effectiveness (RTE) and photosynthetically active radiation (PAR), MJ m-2) and subtending leaf N content per unit area (NA, g m-2) and critical subtending leaf N content per unit area (CNA, g m-2) of cotton boll were calculated or simulated to evaluate effects of temperature and radiation, and N supply. Besides, the interactions among temperature, radiation and N supply were also explained by piecewise function. The overall performance of the model was calibrated and validated with independent data sets from three field experiments with two sowing dates, three or five flowering dates and three or four N fertilization rates for three subsequent years (2005, 2007, and 2009) at three ecological locations. The average RMSE and RE for fiber fineness, maturity, and micronaire predictions were 372 m g-1 and 5.0%, 0.11 m g-1 and 11.4%, 0.3 m g-1 and 12.3%, respectively, indicating a good fit between the simulated and observed data. It appears that the model can give a reliable prediction for fiber fineness, maturity and micronaire formation under various growing conditions.
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