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A Global Estimation of Potential Climate Change Effects on Pollinator-Dependent Crops 气候变化对依赖传粉媒介作物潜在影响的全球估计
IF 1.1 Q3 AGRONOMY Pub Date : 2024-10-22 DOI: 10.1007/s40003-024-00802-x
Ehsan Rahimi, Chuleui Jung

Climate change poses a threat to global food security by significantly affecting agricultural products, both directly and indirectly. This study aims to assess the impact of climate change on the climate suitability of 61 pollinator-dependent crops worldwide under different climate change scenarios. Utilizing species distribution models (SDMs), we predicted climate suitability maps for these crops in the present and projected conditions for 2070. Our findings indicate that under the most pessimistic climate change scenario in 2070 (SSP585), 16, 31, 34, 29, 29, and 31 crops in Africa, Asia, Australia, Europe, North America, and South America, respectively, may experience a decrease in their suitable habitats. On average, crops in Africa, Asia, Australia, Europe, North America, and South America are expected to see a decrease of − 14.5%, − 11.2%, − 26.2%, − 4.7%, 5.5%, and − 14.4% in their suitability by 2070. Regional variations in the effects of climate change on crops highlight the vulnerability of certain areas, particularly Australia, where a substantial number of crops face a decline in suitable habitats. Conversely, North America may witness an increase in the distribution of specific products. Urgent action is needed to mitigate and adapt to the impacts of climate change, including the development of more resilient crop varieties and improvements in agricultural practices, especially for highly vulnerable pollinator-dependent crops in Asia and Africa.

气候变化对农产品产生直接和间接的重大影响,对全球粮食安全构成威胁。本研究旨在评估不同气候变化情景下,气候变化对全球61种传粉作物气候适宜性的影响。利用物种分布模型(SDMs)预测了这些作物在当前和2070年的气候适宜性图。研究结果表明,在2070年最悲观的气候变化情景(SSP585)下,非洲、亚洲、澳大利亚、欧洲、北美和南美的16、31、34、29、29和31种作物的适宜生境可能分别减少。平均而言,到2070年,非洲、亚洲、澳大利亚、欧洲、北美和南美作物的适宜性预计将分别下降- 14.5%、- 11.2%、- 26.2%、- 4.7%、5.5%和- 14.4%。气候变化对作物影响的区域差异突出了某些地区的脆弱性,特别是澳大利亚,在那里,大量作物面临着适宜栖息地减少的问题。相反,北美可能会看到特定产品的分销增加。需要采取紧急行动,减缓和适应气候变化的影响,包括开发更具抵御力的作物品种和改进农业做法,特别是亚洲和非洲高度脆弱的依赖传粉媒介的作物。
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引用次数: 0
Enhancing Forage Production and Nutrient Value through Cereal/Legume Mixtures in Hydroponic Systems: A Study on Barley, Triticale, and Fodder Pea 在水培系统中利用谷物/豆类混合物提高饲料产量和营养价值:大麦、小黑麦和饲料豌豆的研究
IF 1.1 Q3 AGRONOMY Pub Date : 2024-10-21 DOI: 10.1007/s40003-024-00806-7
Othmane Elghalmi, Zaynab El Aadmoni, Karima Samir, Mohamed El Koudrim

In arid and semiarid regions, animal production faces challenges like insufficient rainfall and limited land for fodder crops, leading to feed shortages. This study assessed the effects of cereal/legume combinations and harvesting times on the yield and nutrition of barley, triticale, and fodder pea in hydroponic systems. Our findings have unveiled the superior forage production and enhanced nutrient improvements associated with cereal/legume mixtures. For instance, the combination of barley and fodder peas resulted in the production of 5.55–8.5 kg of hydroponic forage per kilogram of dry seeds within a growth period of 7–10 days, compared to 4.7–5.9 kg of green forage per kilogram of barley dry seeds. These mixtures exhibited significantly higher levels of crude protein compared to cereal monocultures (barley and triticale). On day seven of growth, cereal/legume mixtures had very high dry matter values (22.20% for barley/fodder pea) compared to cereal monocultures (19.6% for barley). There were significant differences among dates of harvesting and yield-related components of all crops. Cereal/legume mixtures, particularly barley and fodder peas, significantly outperformed cereal monocultures in both yield and nutrition. On day seven, the barley/fodder pea mixture had a dry matter value of 22.20%, versus 19.6% for barley alone. Harvesting 7 days post-sowing offers optimal forage growth and nutritional value. After 10 days, there is a notable decline in protein and dry matter yield.

在干旱和半干旱地区,动物生产面临着降雨不足和饲料作物用地有限等挑战,导致饲料短缺。本研究评估了谷物/豆类组合和收获时间对水培系统中大麦、小黑麦和饲料豌豆产量和营养的影响。我们的研究结果揭示了谷物/豆类混合物在饲料产量和营养改善方面的优越性。例如,大麦与饲料豌豆的组合在7-10天的生长期内,每公斤干种子可生产5.55-8.5公斤水培饲料,而每公斤大麦干种子可生产4.7-5.9公斤绿色饲料。与单一谷物(大麦和小黑麦)相比,这些混合物的粗蛋白质水平显著提高。生长第7天,谷物/豆类混合栽培的干物质值(大麦/饲料豌豆为22.20%)高于谷物单一栽培(大麦为19.6%)。所有作物的收获日期和产量相关成分之间存在显著差异。谷物/豆类混合栽培,特别是大麦和饲料豌豆,在产量和营养方面都明显优于谷物单一栽培。第7天,大麦/饲料豌豆混合物的干物质值为22.20%,而大麦单独的干物质值为19.6%。播种后7天收获牧草生长和营养价值最佳。10 d后,蛋白质和干物质产量显著下降。
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引用次数: 0
A Comparative Study of Nutrient Composition, Proteolytic Activity, Phytochemical Profiles, Vitamin C Content, and Antioxidant Properties in the Peels of Selected Perennial Fruits 多年生水果果皮营养成分、蛋白质水解活性、植物化学特征、维生素C含量和抗氧化特性的比较研究
IF 1.1 Q3 AGRONOMY Pub Date : 2024-10-18 DOI: 10.1007/s40003-024-00798-4
Jhanani Gopalraaj, Krishnakumar Velayudhannair

The escalating global demand for fruits has led to a surge in fruit production, resulting in significant fruit waste, particularly peels. The present study aims to investigate the nutrient content, proteolytic activity, phytochemical levels, vitamin C and antioxidant properties of five perennial fruits, namely Carica papaya (papaya), Selenicereus costaricensis (Red dragon fruit), Ananas comosus (Pineapple), Musa acuminata (Cavendish banana), Punica granatum (Pomegranate) peels of varying ripening stages. Accordingly, two ripening stages for pomegranate, papaya and dragon fruit (PoR1 and PoR2; PaR1 and PaR2; DR1 and DR2, respectively) and three stages for banana and pineapple (BR1, BR2 and BR3; PiR1, PiR2 and PiR3, respectively) were identified based on ethylene gas emission. The elemental analysis showed that fruit peels of Pineapple (PiR3), Banana (BR2), Papaya (PaR2), and Dragon fruit (DR2) showed significantly higher content of macro and micro-elements compared to the other ripening stages. Pomegranate peels exhibited the highest proteolytic activity (5.09 ± 0.98 units g−1), total phenolics (246.09 ± 0.25 mg g−1), total flavonoids (158.27 ± 1.72 mg g−1), tannins (103.94 ± 0.09 mg g−1), DPPH scavenging activity (129.43 ± 1.34%), and antioxidant activity (127.14 ± 1.35 mg g−1 by phosphomolybdate assay). A. comosus peels had the greatest vitamin C levels (95.53 ± 3.52 mg g−1). Anti-nutrient analysis revealed safe levels of oxalates, phytates, and alkaloids, except for high oxalate levels in pomegranate peels. Notably, all parameters exhibited an increasing trend with ripening stages, with a decline during senescence in Banana (BR3) and Pomegranate peel (PoR2). This knowledge of fruit peel composition can enhance their utilization by humans, pharmaceutical and food industries, while also contributing to more effective waste management. Our study addresses the pressing need for sustainable fruit peel utilization in the context of escalating fruit production and waste.

全球对水果的需求不断上升,导致水果产量激增,导致大量水果浪费,尤其是果皮。本研究旨在研究五种多年生水果——木瓜(Carica papaya)、红火龙果(Selenicereus costaricensis)、菠萝(Ananas comosus)、卡文地西香蕉(Musa acuminata)、石榴(Punica granatum)不同成熟期果皮的营养成分、蛋白质水解活性、植物化学水平、维生素C和抗氧化性能。据此,根据乙烯气体排放量确定了石榴、木瓜和火龙果的两个成熟阶段(分别为PoR1和PoR2; PaR1和PaR2; DR1和DR2),香蕉和菠萝的三个成熟阶段(分别为BR1、BR2和BR3; PiR1、PiR2和PiR3)。元素分析表明,菠萝(PiR3)、香蕉(BR2)、木瓜(PaR2)和火龙果(DR2)果皮中宏量元素和微量元素含量显著高于其他成熟期。石榴皮具有最高的蛋白水解活性(5.09±0.98单位g−1)、总酚(246.09±0.25 mg g−1)、总黄酮(158.27±1.72 mg g−1)、单宁(103.94±0.09 mg g−1)、DPPH清除活性(129.43±1.34%)和抗氧化活性(127.14±1.35 mg g−1)。芦笋果皮中维生素C含量最高(95.53±3.52 mg g−1)。抗营养分析显示草酸盐、植酸盐和生物碱的安全水平,除了石榴皮中的草酸盐含量很高。值得注意的是,随着香蕉(BR3)和石榴皮(PoR2)的成熟,各参数均呈上升趋势,衰老期间呈下降趋势。这种对果皮成分的了解可以提高人类、制药和食品工业对果皮的利用,同时也有助于更有效的废物管理。我们的研究解决了在水果生产和浪费不断升级的背景下,果皮可持续利用的迫切需要。
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引用次数: 0
Influence of Supplementary Nickel on Minerals Balance, Hematobiochemical Parameters, Antioxidant Activity, Plasma Minerals and Hormones Status in Murrah Buffalo Calves 补充镍对默拉水牛犊牛矿物质平衡、血液生化参数、抗氧化活性、血浆矿物质和激素水平的影响
IF 1.1 Q3 AGRONOMY Pub Date : 2024-10-16 DOI: 10.1007/s40003-024-00778-8
Thamizhan P, Chander Datt,  Shambhvi, Prince Chauhan, Anupam Thakuria, Raman Malik

The present study was carried out with eighteen Murrah buffalo calves of average age (8.7 ± 0.86 months) and body weight (125 ± 9.67 kg) were selected and divided into 3 groups of 6 animals each fed a basal diet supplemented with 0 (T1), 5 (T2) and 10 (T3) ppm Ni and feeding trial lasted for 120 days. Supplementation of nickel up to 10 ppm did not show any significant effect (P > 0.05) on intake, excretion, absorption and retention patterns of calcium, magnesium, copper, zinc and manganese and their levels in plasma. However, the retention of Ni and its level in plasma were increased linearly (P < 0.05) with the level of nickel in their diet and it was the highest in T3 group. The retention of iron was significantly higher (P < 0.05) in T3 and T2 groups than T1 group. Furthermore, plasma levels of Fe were significantly higher (P < 0.05) in T3 group compared with T1 group. The selected hematobiochemical parameters, superoxide dismutase, glutathione peroxidase, total antioxidant capacity and plasma IGF-1 levels were comparable (P > 0.05) among the groups. However, hemoglobin, red blood cell, hematocrits, plasma glucose and catalase activity were significantly higher (P < 0.05); while, total cholesterol and cortisol levels lowered (P < 0.05) in group T3 as compared to T1 and T2 groups. Thus, it may be concluded that feeding Murrah buffalo calves a diet supplemented with 10 ppm of nickel had no determinantal effects on hematobiochemical parameters or minerals utilization. Additionally, it positively influenced nickel and iron balance, improved the physiological condition and health status by enhancing catalase activity, plasma glucose and hematology parameters, and lowered stress hormone and serum total cholesterol.

选取平均年龄(8.7±0.86月龄)、体重(125±9.67 kg)的穆拉水牛18头,分为3组,每组6头,分别饲喂在基础饲粮中添加0 (T1)、5 (T2)和10 (T3) ppm Ni的试验饲粮,饲喂120 d。补充高达10 ppm的镍对钙、镁、铜、锌和锰的摄入、排泄、吸收和保留模式及其在血浆中的水平没有任何显著影响(P > 0.05)。但血浆中镍的滞留量及含量随饲粮中镍含量的增加呈线性增加(P < 0.05),以T3组最高。T3、T2组铁潴留显著高于T1组(P < 0.05)。T3组血浆铁水平显著高于T1组(P < 0.05)。各组间血液生化指标、超氧化物歧化酶、谷胱甘肽过氧化物酶、总抗氧化能力和血浆IGF-1水平具有可比性(P > 0.05)。血红蛋白、红细胞、血细胞比容、血浆葡萄糖和过氧化氢酶活性显著升高(P < 0.05);T3组总胆固醇和皮质醇水平较T1和T2组降低(P < 0.05)。由此可见,Murrah水牛日粮中添加10 ppm镍对其血液生化参数和矿物质利用没有决定性影响。此外,通过提高过氧化氢酶活性、血糖和血液学指标,降低应激激素和血清总胆固醇,积极影响镍铁平衡,改善生理状况和健康状况。
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引用次数: 0
Cultivating Tomorrow: A Comprehensive Review of Agricultural Innovations in the Philippines (2018–2023) 培育明天:菲律宾农业创新全面回顾(2018-2023 年)
IF 1.4 Q3 AGRONOMY Pub Date : 2024-10-15 DOI: 10.1007/s40003-024-00803-w
Erma Taer, Albino Taer

This systematic review undertook an examination of agricultural innovations in the Philippines spanning from 2018 to 2023. The objective was to provide a comprehensive categorization, analyze adoption trends, and offer recommendations to optimize research priorities. A methodical approach involving literature search, screening, and quantitative analysis facilitated an organized investigation into various innovation types, contributors, applications, and geographical contexts. The findings indicated that image analysis and sustainable farming systems held the highest shares within the innovation categories, comprising 26% and 23%, respectively. These segments showcased cutting-edge techniques along with a commitment to environmental stewardship. Notably, rice-centric innovations dominated at 33.33%, underscoring the underrepresentation of high-value crops, livestock, and remote farming sectors. However, a geographical bias was evident, with 69.23% of studies concentrating solely on Luzon regions, particularly in central and northern areas. This revealed a need to acknowledge the agricultural potential present in Visayas and Mindanao, emphasizing the necessity for increased research emphasis in these regions. Furthermore, the study unveiled a fragmented landscape in research contributions, with the majority of contributors representing less than a 5% share each. This fragmentation suggests a lack of cross-institutional partnerships, hindering a holistic and collaborative approach to agricultural innovation. Critical gaps in innovation prioritization and adoption levels were identified, particularly in sustainable practices, precision technologies, non-cereal commodities, and geographically disadvantaged communities. Addressing these gaps requires significant institutional support through modernization policies and localized capacity building programs, ideally facilitated by industry-academia partnerships. In conclusion, the establishment of unified innovation transfer conduits is essential to expedite the transition of solutions from proofs of concept to farmer-ready tools, ensuring a targeted approach that caters to regional needs.

本系统综述对菲律宾的农业创新进行了研究,时间跨度为 2018 年至 2023 年。目的是提供一个全面的分类,分析采用趋势,并提出优化研究重点的建议。通过文献检索、筛选和定量分析等方法,对各种创新类型、贡献者、应用和地理环境进行了有组织的调查。研究结果表明,图像分析和可持续农业系统在创新类别中所占比例最高,分别为 26% 和 23%。这些领域展示了尖端技术和对环境管理的承诺。值得注意的是,以水稻为中心的创新占 33.33%,凸显了高价值作物、畜牧业和偏远农业部门的代表性不足。不过,地域偏见也很明显,69.23%的研究仅集中在吕宋地区,尤其是中部和北部地区。这表明有必要认识到米沙鄢和棉兰老的农业潜力,强调有必要加强对这些地区的研究。此外,这项研究还揭示了研究成果分散的状况,大多数研究成果的贡献率均不足 5%。这种分散性表明缺乏跨机构的合作伙伴关系,阻碍了以整体协作的方式进行农业创新。在确定创新的优先次序和采用水平方面发现了重大差距,尤其是在可持续做法、精准技术、非谷物商品和地理位置不利的社区方面。要消除这些差距,需要通过现代化政策和本地化能力建设计划提供大量的机构支持,最好是在产学合作的推动下。总之,必须建立统一的创新转让渠道,以加快解决方案从概念验证到农民可用工具的过渡,确保采取有针对性的方法,满足区域需求。
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引用次数: 0
Recurrent Parent Phenome Recovery Analysis in Six Different Backcross Populations of Bell Pepper Having Genetic Male Sterile ms10 Gene 6个具有遗传雄性不育ms10基因的甜椒回交群体的回交亲本表型恢复分析
IF 1.1 Q3 AGRONOMY Pub Date : 2024-10-14 DOI: 10.1007/s40003-024-00800-z
Menisha Rani, Salesh Kumar Jindal, Om Prakash Meena

We attempted for the first time to transfer genetic male sterile (GMS) ms10 gene from the donor parent MS-12, popular GMS line in India, into the genetic background of six heat-tolerant bell pepper inbreds to develop new GMS lines. In this project, recurrent parent phenome (RPP) recovery was analyzed in each generations of backcrossing using economic phenotypic markers. Phenotypic background analysis revealed that the extent of RPP recovery ranged from 43.59% (MSSM-1) to 66.26% (MSSM-21) and 70.89% (MSSM-17) to 92.09% (MSSM-21) for fruit weight, from 19.0% (MSSM-21) to 55.14% (MSSM-3) and 61.0% (MSSM-21) to 98.75% (MSSM-1) for number of lobes fruit−1, from 55.77% (MSSM-17) to 94.25% (MSSM-2) and 69.83% (MSSM-17) to 98.26% (MSSM-3) for total fruit yield plant−1 in BC1F1 and BC2F1 populations, respectively. Based on a paired 't' test analysis of the BC2F1 population, out of six, MSSM-1 and MSSM-2 generation showed non-significant differences for all 19 traits examined followed by MSSM-3 (18), indicating a successful recovery of recipient phenome after successful introgression of ms10 gene. The chi-square test results of all the BC2F2 generations showed that the ratio well fitted to the Mendelian ratio, i.e., 3:1, validated the non-discriminated segregation of the male sterility trait possessing ms10 gene. The GMS phenotype (ms10ms10) was maintained by backcrossing it with the MF heterozygote (Ms10ms10) plant. The GMS lines developed from this project will be utilized in bell pepper breeding programs aimed to identify the best cross combination for their cultivation under north-Indian plains.

我们首次尝试将印度流行的GMS亲本MS-12的遗传雄性不育(GMS) ms10基因转移到6个耐热甜椒自交系的遗传背景中,以开发新的GMS品系。本项目利用经济表型标记分析了回交各代亲本表型(RPP)的恢复情况。表型背景分析表明,BC1F1和BC2F1群体果实重的RPP恢复范围分别为43.59% (MSSM-1) ~ 66.26% (MSSM-21)和70.89% (MSSM-17) ~ 92.09% (MSSM-21),果实叶数-1的RPP恢复范围分别为19.0% (MSSM-21) ~ 55.14% (MSSM-3)和61.0% (MSSM-21) ~ 98.75% (MSSM-1),果实总产量-1的RPP恢复范围分别为55.77% (MSSM-17) ~ 94.25% (MSSM-2)和69.83% (MSSM-17) ~ 98.26% (MSSM-3)。根据对BC2F1群体的配对“t”检验分析,在6个群体中,MSSM-1代和MSSM-2代在所有19个性状上的差异均不显著,其次是MSSM-3代(18),表明ms10基因成功渗入后,受体表型成功恢复。BC2F2各代的卡方检验结果表明,该比率与孟德尔比率(3:1)拟合良好,验证了具有ms10基因的雄性不育性状的非歧视性分离。GMS表型(ms10ms10)通过回交与MF杂合子(ms10ms10)植株保持。该项目开发的GMS品系将用于甜椒育种计划,旨在确定在印度北部平原种植甜椒的最佳杂交组合。
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引用次数: 0
Seed Priming with Biosynthesized Zinc Oxide Nanoparticles for Enhancing Seed Germination and Vigour through Promoting Antioxidant and Hydrolytic Enzyme Activity in Green gram (Vigna radiata) 生物合成氧化锌纳米颗粒催种通过提高绿克抗氧化和水解酶活性促进种子萌发和活力
IF 1.1 Q3 AGRONOMY Pub Date : 2024-10-10 DOI: 10.1007/s40003-024-00792-w
M. Kathiravan, C. Vanitha, R. Umarani, S. Marimuthu, P. Ayyadurai, K. Sathiya, M. Yuvaraj, C. Jaiby

The impact of seed priming treatment using biosynthesized zinc oxide nanoparticles from (Coriandrum sativum L.) leaves on seed germination and seedling vigour parameters in green gram was assessed at the Seed Centre, TNAU, Coimbatore, from 2020 to 2021. The green gram seeds were primed with various concentrations of biosynthesized zinc oxide nanoparticles (ZnO NPs), namely, 100 mg/lit, 200 mg/lit, 300 mg/lit, 400 mg/lit, 500 mg/lit, and 600 mg/lit, for 3 h. Regardless of the concentration, the ZnO NPs-primed seeds exhibited a significant positive effect on seed germination, seedling vigour, and dry matter production compared to unprimed control and hydro-primed seeds. Seed priming with ZnO NPs at a concentration of 500 mg/lit resulted in an enhanced water imbibition rate in seeds (25.8%), which promoted the synthesis of the hydrolytic enzyme α-amylase (14.73 mg maltose min−1) and the respiratory enzyme dehydrogenase (0.312 units g−1). The ZnO NPs-primed seeds at 500 mg/lit also demonstrated a pronounced effect on antioxidant enzyme activity, including catalase (2138 units g−1), peroxidase (0.342 mg g−1 min−1), superoxide dismutase (2.86 mg protein−1 min−1), and reduced lipid peroxidation value (0.105 units g−1) compared to hydro-primed and control seeds. The analysis of Zn content confirmed a higher concentration of Zn in the treated seeds, ranging from 52 to 104 ppm, and in growing seedlings from 103 to 357 ppm. These results indicate that ZnO NPs seed priming treatment enhances seed quality parameters by accelerating the hydrolytic enzyme and antioxidant defence system in green gram seeds.

2020 - 2021年,在哥印拜托(Coimbatore) TNAU种子中心,研究了芫荽叶生物合成氧化锌纳米粒子对绿豆种子萌发和幼苗活力参数的影响。将不同浓度的氧化锌纳米粒子(ZnO NPs) (100 mg/点燃、200 mg/点燃、300 mg/点燃、400 mg/点燃、500 mg/点燃和600 mg/点燃)注入绿克种子3 h。无论浓度如何,氧化锌NPs对绿克种子的萌发、幼苗活力和干物质产量都有显著的积极影响。500 mg/lit氧化锌NPs引发种子,提高了种子的吸水率(25.8%),促进了α-淀粉酶(14.73 mg麦芽糖min−1)和呼吸酶脱氢酶(0.312单位g−1)的合成。500 mg/点燃的氧化锌nps对过氧化氢酶(2138单位g−1)、过氧化物酶(0.342毫克g−1分钟−1)、超氧化物歧化酶(2.86毫克蛋白质−1分钟−1)、脂质过氧化值(0.105单位g−1)等抗氧化酶活性也有显著影响。锌含量分析证实,处理过的种子中锌的浓度较高,在52至104 ppm之间,在生长的幼苗中锌的浓度为103至357 ppm。上述结果表明,氧化锌NPs灌种处理通过加速绿克种子的水解酶和抗氧化防御系统来提高种子品质参数。
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引用次数: 0
Machine Learning Based Hybrid Approach for Estimation of Jute Area Using Optical and Microwave Satellite Imagery 基于机器学习的基于光学和微波卫星图像估算黄麻面积的混合方法
IF 1.1 Q3 AGRONOMY Pub Date : 2024-10-09 DOI: 10.1007/s40003-024-00801-y
Rituparna Das, Prabir Kumar Das, Abhishek Chakraborty, Sharmistha B. Pandey

Jute crop holds significant economic importance contributing to environment and ecological balance. In the present study, optical and microwave satellite data was utilized to estimate jute acreage employing three distinct approaches, viz., logical criteria, machine learning and hybrid approach. Harmonized Sentinel-2 optical data products were utilized to generate monthly composite Enhanced Vegetation Index (EVI), whereas Ground Range Detected Sentinel-1 VH polarization Synthetic Aperture Radar data were used for generating monthly VH composite using median filter. Support Vector Machine (SVM), a machine learning algorithm, was adopted for this study. The EVI and VH multi-temporal profiles over the ground truth points were analysed and the criteria for identifying jute crop pixels were developed for different sowing period, i.e., March and April, during 2020 to 2023. The pre-processing of datasets and SVM was executed on the Google Earth Engine platform. The assessment of the three approaches highlighted variations in their predictive capabilities. Instead of its high classification accuracy (~ 0.80), the logical approach has its limitations in terms of complex sets of criteria and adoptability over larger extent. On the contrary, SVM classifier could develop self-learning criteria, but over-estimated the jute area with lower classification accuracy (Kappa ~ 0.45). The present study proposed a novel approach by coupling machine learning with simple logical criteria to address the limitations, while reserving its advantages. The analysis revealed that the capability of hybrid approaches in estimating the jute acreage was comparable with logical approach, with reduced operational complexities and wider adoptability over larger extent.

黄麻作物对环境和生态平衡具有重要的经济意义。在本研究中,利用光学和微波卫星数据,采用三种不同的方法,即逻辑标准,机器学习和混合方法来估计黄麻种植面积。利用协调后的Sentinel-2光学数据产品生成月复合增强植被指数(EVI),利用Ground Range Detected Sentinel-1 VH偏振合成孔径雷达数据采用中值滤波生成月复合VH。本研究采用机器学习算法支持向量机(SVM)。分析了2020 ~ 2023年3月和4月不同播期黄麻作物像元的EVI和VH时序特征,并建立了黄麻作物像元的识别标准。在谷歌Earth Engine平台上对数据集和支持向量机进行预处理。对这三种方法的评估突出了它们预测能力的差异。逻辑方法具有较高的分类精度(约0.80),但在复杂的标准集和更大范围的可接受性方面存在局限性。相反,SVM分类器可以制定自学习标准,但对黄麻面积的估计过高,分类精度较低(Kappa ~ 0.45)。本研究提出了一种新的方法,将机器学习与简单的逻辑标准相结合,以解决局限性,同时保留其优势。分析表明,混合方法在估算黄麻种植面积方面的能力与逻辑方法相当,具有降低操作复杂性和在更大范围内更广泛的可采用率。
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引用次数: 0
Effects of Dietary Energy Levels on Performance and Gene Expression in Indigenous Aseel Chickens 饲粮能量水平对土鸡生产性能和基因表达的影响
IF 1.1 Q3 AGRONOMY Pub Date : 2024-10-09 DOI: 10.1007/s40003-024-00804-9
Kumaravel Varadharajan, Mohan Balasubramaniam, Natarajan Amirthalingam, Murali Nagarajan, Selvaraj Palanisamy, Vasanthakumar Periyannan

This present study explored the effect of dietary metabolizable energy levels combined with isonitrogenous crude protein content on growth performance, carcass characteristics, and myostatin gene expression in indigenous Aseel chickens. A total of 400 Aseel chicks were distributed into five treatment groups each one having eight replicates, totally 40 pens with 10 chicks per pen. Over a span of 15 weeks, five diets were formulated with varying ME levels ranging from 2600 to 3000 kcal ME/kg while maintaining an isonitrogenous CP level of 21%. At the end of the 15-week trial period, the 2900 kcal ME /kg fed group exhibited the greatest body weight gain, with a significant difference of 146.29 g from that of the 3000 kcal ME /kg fed group. There was a noticeable decrease in feed intake as energy levels increased, yet the 2900 kcal ME /kg fed group achieved the best feed efficiency of 3.69. Carcass characteristics such as dressing percentage and carcass weight remained unaffected by the varied energy diets (P > 0.05) in Aseel chickens. Furthermore, compared with the 2800 kcal ME/kg fed diet, the 2900 kcal ME/kg fed led to a 0.53-fold decrease in myostatin gene expression. Additionally, myostatin gene expression was negatively correlated with body weight gain, carcass weight and dressing percentage in Aseel chickens fed different dietary energy levels. In conclusion, a diet with 2900 kcal ME/kg and 21% isonitrogenous crude protein content appears to be optimum for enhancing growth performance in Aseel chickens up to 15 weeks of age, as evidenced by improved body weight gain and feed efficiency.

本试验旨在探讨饲粮代谢能水平结合等氮粗蛋白质含量对土生鸡生长性能、胴体特性和肌肉生长抑制素基因表达的影响。将400只雏鸡分为5个处理组,每组8个重复,共40个栏,每个栏10只鸡。在15周的时间内,配制5种代谢能水平为2600 ~ 3000 kcal ME/kg的饲粮,同时保持等氮蛋白质水平21%。15周试验结束时,2900 kcal ME /kg饲粮组增重最大,与3000 kcal ME /kg饲粮组差异显著,达146.29 g。随着能量水平的增加,采食量显著降低,但在2900千卡代谢能/公斤饲料组的饲料效率最高,为3.69。不同能量日粮对肉鸡屠宰率和胴体重等胴体特性没有影响(P > 0.05)。此外,与2800 kcal ME/kg饲粮相比,2900 kcal ME/kg饲粮导致肌肉生长抑制素基因表达降低0.53倍。不同饲粮能量水平下,肌生长抑制素基因表达与体重增重、胴体重和屠宰率呈负相关。综上所述,饲粮中代谢能为2900千卡/公斤,等氮粗蛋白质含量为21%,可提高15周龄以下阿塞尔鸡的生长性能,并可提高其增重和饲料效率。
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引用次数: 0
Genetic Diversity and Population Structure Analysis in Avocado (Persea americana) Accessions of India 印度鳄梨(Persea americana)种质资源遗传多样性及群体结构分析
IF 1.1 Q3 AGRONOMY Pub Date : 2024-10-09 DOI: 10.1007/s40003-024-00794-8
B. M. Muralidhara, T. Sakthivel, D. C. Lakshmana Reddy, G. Karunakaran, V. Venkatravanappa, Siddanna Savadi, Divya Vani Vaka, Ponnam Naresh, K. S. Shivashankara, R. Venugopalan, M. K. Honnabyraiah

Avocado is an important fruit tree crop cultivated in more than 80 countries. It is a cross-pollinated species with a protogynous diurnally synchronous dichogamy (PDSD) flowering. Avocados were introduced into India in the early nineteenth century. Recently, the demand for avocados is increasing in the domestic and international markets due to the high nutritive value of the fruit. In India, wide morphological variations are observed in avocados due to the cross-pollinations. The comprehensive information on genetic diversity of Indian avocado is lacking. Understanding the genetic diversity existing in avocados is needed for germplasm conservation and crop improvement. Molecular markers are widely used for genetic characterization of germplasm. However, there are no reports on characterization of Indian avocado accessions using the microsatellite molecular markers. In the current study, the genetic diversity and population structure analysis of Indian avocado germplasm accessions were carried out using the genomic simple sequence repeats (gSSR) and expressed sequence tag (EST)-SSR markers. A high heterozygosity with an average of 0.74 was detected in the avocado accessions by the assayed SSR markers. The 83 avocado accessions were grouped into three major clusters in the genetic diversity analysis. Besides, a total of four subpopulations (K = 4) were identified in the STRUCTURE analysis. This is the first report of comprehensive characterization of Indian avocado accessions using the molecular markers.

鳄梨是一种重要的果树作物,在80多个国家都有种植。它是一种异花授粉的物种,具有同源性每日同步二花(PDSD)开花。牛油果在19世纪初被引入印度。最近,由于牛油果的高营养价值,国内外市场对牛油果的需求正在增加。在印度,由于异花授粉,在鳄梨中观察到广泛的形态变化。关于印度鳄梨遗传多样性的全面信息缺乏。了解牛油果遗传多样性对种质资源保护和作物改良具有重要意义。分子标记广泛应用于种质资源的遗传鉴定。然而,目前还没有利用微卫星分子标记对印度鳄梨进行鉴定的报道。本研究利用基因组简单重复序列(gSSR)和表达序列标签(EST)-SSR标记对印度鳄梨种质资源进行了遗传多样性和群体结构分析。利用SSR标记检测到鳄梨材料的高杂合度,平均为0.74。在遗传多样性分析中,将83份牛油果材料分为3个主要聚类。此外,在结构分析中共鉴定出4个亚种群(K = 4)。这是首次利用分子标记对印度鳄梨材料进行综合表征的报道。
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引用次数: 0
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Agricultural Research
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