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Determination of irrigation requirement for tomato using FAO-CROPWAT model in the Arid Region 利用粮农组织-CROPWAT 模型确定干旱地区西红柿的灌溉要求
Pub Date : 2024-07-09 DOI: 10.25081/jaa.2024.v10.8992
Suzan Marwan Shahin
Food security presents a significant challenge in arid regions, exacerbated by water scarcity due to climate change. Tomato is one of the top agricultural crops around the world, in which it is needed to investigate its irrigation water requirements for each region, especially in the arid regions. This work mainly aims to estimate the irrigation water requirements and irrigation schedules for cultivating tomato in Ras Al Khaimah (RAK), United Arab Emirates (UAE). This would be done by utilizing the FAO-CROPWAT 8.0 Model and CLIMWAT 2.0. The findings of this research support efficient water use by utilizing the advanced modeling tools. The outcomes will inform and enhance irrigation water management practices for farmers, farm owners, and policymakers, contributing significantly to sustainable development goals and the resilience of agricultural systems in water-limited environments.
在干旱地区,粮食安全是一项重大挑战,而气候变化导致的水资源短缺又加剧了这一挑战。番茄是世界上最重要的农作物之一,因此需要研究各地区,尤其是干旱地区对灌溉水的需求。这项工作的主要目的是估算阿拉伯联合酋长国哈伊马角(RAK)番茄种植的灌溉需水量和灌溉时间表。这项工作将利用 FAO-CROPWAT 8.0 模型和 CLIMWAT 2.0 来完成。这项研究的结果支持利用先进的建模工具高效用水。研究成果将为农民、农场主和政策制定者提供灌溉用水管理实践方面的信息并加强其管理,从而为实现可持续发展目标和提高农业系统在水资源有限环境中的恢复能力做出重大贡献。
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引用次数: 0
The role of Zai pits and integrated soil fertility management options in improving crop productivity for smallholder farmers in the drylands of Sub-Saharan Africa 在提高撒哈拉以南非洲干旱地区小农的作物产量方面,Zai pit 和土壤肥力综合管理方案的作用
Pub Date : 2024-07-01 DOI: 10.25081/jaa.2024.v10.7313
Ednah Kerubo Getare, Monicah Mucheru-Mucheru-Muna, Felista Muriu-Ng'anga
The drylands of Africa are experiencing food insecurity due to prolonged drought and water scarcity which has a negative effect on crop production. In the drylands of Sub-Saharan Africa, many small holder farmers are experiencing low crop yields and economic returns as a result of poor soil fertility and water scarcity. This is because of the inappropriate soil and water conservation strategies used in the region. Zai pits have been used as a soil and water conservation strategy in the drylands of Africa in combination with integrated soil fertility management (ISFM) options to improve soil fertility, increase the overall crop yields and the economic returns. This review deals on the role of zai pits and integrated soil fertility management options in improving productivity for the small holder farmers in the drylands of Sub-Saharan Africa. Zai pits have been used to harvest water which ultimately improves soil moisture for crop production with the different fertility inputs applied in the pits for nutrient efficiency. To evaluate productivity and profitability in zai tillage system, yield, benefit cost ratio (BCR) and net benefits are used. In this study, different studies by researchers on the use of zai pits and integrated soil fertility management options have been discussed and this would be beneficial for other researchers who have interest in this field. Most studies have indicated that the zai pit technology is an important soil and water conservation strategy which in combination with the integrated soil fertility management (ISFM) options improves crop productivity in terms of yield and economic returns.
由于长期干旱和缺水对作物生产造成了负面影响,非洲旱地正经历着粮食不安全问题。在撒哈拉以南非洲的旱地,由于土壤肥力差和缺水,许多小农户的作物产量和经济收益都很低。这是因为该地区采用的水土保持战略不当。在非洲旱地,畦坑作为一种水土保持策略,与土壤肥力综合管理(ISFM)方案相结合,可提高土壤肥力,增加作物总产量和经济收益。本综述论述了在撒哈拉以南非洲干旱地区,贮坑和土壤肥力综合管理方案在提高小农户生产率方面的作用。畦坑用于集水,最终通过在畦坑中施用不同的肥力投入来提高养分效率,从而改善土壤湿度,促进作物生产。为了评估zai耕作系统的生产率和盈利能力,使用了产量、效益成本比(BCR)和净效益。本研究讨论了研究人员对使用畦坑和综合土壤肥力管理方案的不同研究,这将对其他对该领域感兴趣的研究人员有所裨益。大多数研究表明,畦坑技术是一种重要的水土保持策略,与土壤肥力综合管理(ISFM)方案相结合,可提高作物产量和经济收益。
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引用次数: 0
The effect of balanced N, P, K, Ca, Mg fertilizer on soil and leaf nutrient and its correlation with growth and corn yield (Zea mays L.) 氮、磷、钾、钙、镁平衡肥料对土壤和叶片养分的影响及其与玉米生长和产量的相关性
Pub Date : 2024-05-08 DOI: 10.25081/jaa.2024.v10.8646
J. Syamsiyah, Sri Hartati, Lily Rahmanisa, Siti MARO'AH, Ganjar Herdiansyah
Fertilization in agricultural cultivation is important in increasing the supply of necessary nutrients for plants to achieve high yield and quality. This study aims to examine the balance of N,P,K,Ca, and Mg against nutrients in soil and plants and its correlation with the growth and yield of corn. There were 9 treatments of N, P, K, Ca, Mg fertilizer balance used, namely: control (A) and 1: 1: 1: 0: 0 (B); 0.25: 0.25: 0.25: 1: 1 (C); 0.5: 0.5: 0.5: 1: 1 (D); 0.75: 0.75: 0.75: 1: 1 (E); 1: 1:1: 1: 1 (F); 0.75: 0.75: 0.75: 0.25: 0.25 (G); 0.75: 0.75: 0.75: 0.5: 0.5 (H); 0.75: 0.75: 0.75: 0.75: 0.75 (I). Parameters observed included nutrients N, P, K, Ca, and Mg in soil and leaf, plant height, stem diameter, number of leaves, cob weight with and without husks, and cob length and diameter. The results showed that nutrient balance significantly affected nutrient levels in soil and leaf, plant growth, and yield of corn. N, P, K, Ca, Mg Fertilizer application with ratio 0.5: 0.5: 0.5: 1: 1 (D) increased soil N 100%, P 40%, K 108.33%, Ca 28.08%, Mg 30.17% higher than the control and plant leaf N, P, K, Ca, Mg about 101.60%, 12.50%, 10.13%, 50.98%, 101.41% respectively, thus providing higher growth and yield. There was a significant correlation between plant height with leaf N and K, stem diameter correlated with leaf Ca, and number of leaves correlated with Mg in corn leaf. Meanwhile, yield correlated with P.
在农业种植中,施肥对于增加植物所需养分的供应以实现高产优质非常重要。本研究旨在探讨土壤和植物中氮、磷、钾、钙、镁养分的平衡及其与玉米生长和产量的相关性。共采用了 9 个氮、磷、钾、钙、镁肥料平衡处理,即:对照(A)和 1:1:1:0:0(B);0.25:0.25:0.25:1:1(C);0.5:0.5:0.5: 1: 1 (D);0.75: 0.75: 0.75: 1: 1 (E);1: 1:1: 1: 1 (F);0.75: 0.75: 0.75: 0.25: 0.25 (G);0.75: 0.75: 0.75: 0.5: 0.5 (H);0.75: 0.75: 0.75: 0.75: 0.75 (I)。观察的参数包括土壤和叶片中的氮、磷、钾、钙和镁养分、株高、茎直径、叶片数、带壳和不带壳的谷粒重量、谷粒长度和直径。结果表明,养分平衡对土壤和叶片中的养分含量、植株生长和玉米产量有显著影响。氮、磷、钾、钙、镁施肥比例为 0.5:0.5:0.5:1:1(D)时,土壤中氮含量比对照高 100%,磷含量比对照高 40%,钾含量比对照高 108.33%,钙含量比对照高 28.08%,镁含量比对照高 30.17%,植株叶片中氮、磷、钾、钙、镁含量分别比对照高 101.60%、12.50%、10.13%、50.98%、101.41%,从而提高了生长和产量。株高与叶片中的氮和钾有明显的相关性,茎径与叶片中的钙有相关性,叶片数与玉米叶片中的镁有相关性。同时,产量与磷也有相关性。
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引用次数: 0
Impact of combined cow dung and zinc on growth traits and yield of tomato 牛粪和锌对番茄生长性状和产量的影响
Pub Date : 2024-05-03 DOI: 10.25081/jaa.2024.v10.7804
Mst. Bilkiss Akter Banu, A. K. M. M. Hossain, Md. Mizanur Rahman, Md. Mahedy Alam
In the present study, the combined effects of cow dung (CD) and zinc (Zn) fertilizers on tomato growth and yield was studied. Seven (7) treatments as T0=CD0Zn0 (Control), T1=CD5Zn0, T2=CD0Zn1, T3=CD0Zn1.5, T4=CD5Zn2, T5=CD5Zn2.5, T6=CD5Zn3 were used in a RCBD with three replications using two factors like cow dung (0 and 5 t ha-1) and zinc fertilizers (0, 1, 1.5, 2.0, 2.5, and 3.0 kg ha-1).The use of CD and Zn fertilizers had a substantial impact on all of the assessed growth, yield contributing attributes, and yield. The result revealed that the highest yield and yield contributing characters such as plant height (51.33, 73.00 and 105.00 cm at 35, 50 and 65 DAT, respectively), number of leaves plant-1 (17.00, 19.33 and 24.00 at 35, 50 and 65 DAT, respectively), number of branches plant-1 (11.00, 12.00 and 14.00 at 35, 50 and 65 DAT, respectively), maximum number of flower clusters plant-1 (7.00 and 15.60 at 50 and 65 DAT, respectively), number of fruits plant-1 (8.00 and 46.09 at 50 and 65 DAT, respectively), the highest individual fruit weight (73.00 g), weight of fruit plant-1 (4.83 kg), fruit length (7.50 cm), fruit diameter (4.17 cm) and yield (55.00 t ha-1) were produced at T6 (5 t CD ha-1 and 3 kg Zn ha-1) but lowest in T0 (control) in all parameters. The results of the study suggest that combining CD and Zn fertilizers is an excellent source of tomato fertilization, with T6 treatment (5 t CD ha-1 and 3 kg Zn ha-1) being found to be the most suitable due to the use of fewer treatment factors than recommended doses for obtaining economically viable yield.
在本研究中,研究了牛粪(CD)和锌(Zn)肥料对番茄生长和产量的综合影响。七(7)个处理为 T0=CD0Zn0(对照)、T1=CD5Zn0、T2=CD0Zn1、T3=CD0Zn1.5、T4=CD5Zn2、T5=CD5Zn2.5、T6=CD5Zn3,采用牛粪(0 和 5 吨/公顷)和锌肥(0、1、1.使用牛粪和锌肥对所有评估的生长、产量贡献属性和产量都有很大影响。结果表明,产量和产量贡献特征最高的是株高(35、50 和 65 DAT 期分别为 51.33、73.00 和 105.00 厘米)、株叶数-1(35、50 和 65 DAT 期分别为 17.00、19.33 和 24.00)、分枝数-1(35、50 和 65 DAT 期分别为 11.00、12.00 和 14.00)、最大花簇数-1(35、50 和 65 DAT 期分别为 7.00 和 15.60)。T6(5 t CD ha-1 和 3 kg Zn ha-1)的单果重(73.00 g)、单株果重(4.83 kg)、果实长度(7.50 cm)、果实直径(4.17 cm)和产量(55.00 t ha-1)最高,而 T0(对照)的所有参数最低。研究结果表明,将 CD 肥和锌肥结合使用是番茄施肥的极佳来源,其中 T6 处理(5 t CD ha-1 和 3 kg Zn ha-1)是最适合的,因为使用的处理因子比推荐剂量少,可以获得经济可行的产量。
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引用次数: 0
Potential of Chromolaena odorata, Ipomoea carnea and Eichhornia crassipes as green manures on soil fertility index and rice production on vertisols 将 Chromolaena odorata、Ipomoea carnea 和 Eichhornia crassipes 用作绿肥对蚯蚓土壤肥力指数和水稻产量的影响潜力
Pub Date : 2024-04-13 DOI: 10.25081/jaa.2024.v10.8691
S. Suntoro, Ganjar Herdiansyah, M. Mujiyo, H. Widijanto, M. Maroeto, Eko Amiadji Julianto, Chelyna Puspitasari, Azhar Dimas Tjahjanto, Haikal Rafi Wardhana
The organic farming system is an agricultural activity which aims to preserve soil fertility and create sustainable farming. The objective of this research is to evaluate the effects of the application of green manure on soil fertility index and rice production. The research was carried out in Weru District, Sukoharjo Regency, using an experiment method with a Randomized Complete Block Design (RCBD). The research included 10 treatments: T0 = Control, T1 = NPK fertilizer 0.2 ton/ha, T2 = rice straw 10 ton/ha, T3 = Chromolaena odorata 10 ton/ha, T4 = Ipomoea carnea 10 ton/ha, T5 = Eichhornia crassipes 10 ton/ha, T6 = NPK 0.1 ton/ha + rice straw 5 ton/ha, T7 = NPK 0.1 ton/ha + C. odorata 5 ton/ha, T8 = NPK 0.1 ton/ha + I. carnea 5 ton/ha, T9 = NPK 0.1 ton/h + E. crassipes 5 ton/ha, with three repetitions. The soil characteristics tested were pH, total N, available P, exchangeable K, exchangeable Ca, exchangeable Mg, Cation Exchange Capacity (CEC), Base Saturation (BS), and Soil Organic Carbon (SOC). The results show that C. odorata, I. carnea, and E. crassipes have potential as green manures, due to their high N content, of 3.38%, 3.54%, and 2.95% andthe ability to increase soil fertility and rice production. The soil fertility index increased from high to very high, neither within single applications nor combined with NPK fertilizer. The highest rice production was obtained with the use of C. odorata, which increased harvest dry weight by 2.24 ton/ha (67.67%) or an increase of 2.1 ton/ha (75%) in milled dry weight, followed by I. carnea and E. crassipes. There was a correlation between soil fertility index and rice production, shown by the higher SFI, the harvest dry weight and milled dry weight increases.
有机耕作制度是一种旨在保护土壤肥力和创造可持续耕作的农业活动。本研究的目的是评估施用绿肥对土壤肥力指数和水稻产量的影响。研究在苏科哈尔乔县韦鲁区进行,采用随机完全区组设计(RCBD)的实验方法。研究包括 10 个处理:T0 = 对照,T1 = 氮磷钾肥 0.2 吨/公顷,T2 = 稻草 10 吨/公顷,T3 = Chromolaena odorata 10 吨/公顷,T4 = Ipomoea carnea 10 吨/公顷,T5 = Eichhornia crassipes 10 吨/公顷,T6 = 氮磷钾 0.1 吨/公顷 + 稻草 5 吨/公顷,T7 = NPK 0.1 吨/公顷 + C. odorata 5 吨/公顷,T8 = NPK 0.1 吨/公顷 + I. carnea 5 吨/公顷,T9 = NPK 0.1 吨/小时 + E. crassipes 5 吨/公顷,重复三次。测试的土壤特性包括 pH 值、全氮、可利用磷、可交换钾、可交换钙、可交换镁、阳离子交换容量(CEC)、碱饱和度(BS)和土壤有机碳(SOC)。结果表明,C. odorata、I. carnea 和 E. crassipes 具有作为绿肥的潜力,因为它们的氮含量较高,分别为 3.38%、3.54% 和 2.95%,并且能够提高土壤肥力和水稻产量。无论是单一施肥还是与氮磷钾肥结合施肥,土壤肥力指数都从高增加到非常高。使用臭腥草的水稻产量最高,收获干重增加了 2.24 吨/公顷(67.67%),或碾磨干重增加了 2.1 吨/公顷(75%),其次是 I. carnea 和 E. crassipes。土壤肥力指数与水稻产量之间存在相关性,表现为土壤肥力指数越高,收获干重和碾磨干重越高。
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引用次数: 0
Investigation on the chemical properties of some pomegranate cultivars (Punica granatum L.) grown in the Messaad Algerian arid region under drip irrigation 关于滴灌条件下生长在阿尔及利亚梅萨德干旱地区的一些石榴栽培品种(Punica granatum L.)化学特性的研究
Pub Date : 2024-03-14 DOI: 10.25081/jaa.2024.v10.8766
Mohamed Lahouel, Safia Belhadj, M’hammed Khader
In Messaad a city, of Algeria central region, under arid climate, pomegranate (Punica granatum L.) is one of the main fruit crops in agricultural systems after apricot. To examine the ability of transformation and direct consumption, a chemical analysis study of pomegranate juice was conducted on fruits of three pomegranate cultivars: Khadraye KH1, Hamraye HM1, Senin Alouj SL1 from the drip-irrigated Messaad orchards. A study of chemical properties such as pH, titratable acidity TS, total solids TSS, crude fibers CF of pomegranate seed juices was carried out from the fruits of three cultivars. Descriptive statistics, analyze of variance and Principal Component Analysis based on quantitative parameters are used. The cultivars Senin Aloudj SL1 and Khadraye KH1 of Messaad are characterized as sweet with respectively 1.80 and 1.84% of crude fiber content. The cultivar Hamraye HM1 is qualified sour-sweet to sweet with 2.10% crude fiber rate. The SL1 and KH1 are suitable for the consumption in fresh and can be object of food transformation to which is added the therapeutic and medicinal interest that confers the pomegranate tree whereas the HM1 apart from its consumption can be used as excellence to food transformation in various products. The findings presented in this work justify the interest of germplasm variability not only for it fresh consumption and processing, but also in the broad sense of valorization and preserving phytogenetic resources for agriculture and food locally threatened.
阿尔及利亚中部地区的 Messaad 市气候干旱,石榴(Punica granatum L.)是农业系统中仅次于杏的主要水果作物之一。为了研究石榴果汁的转化和直接食用能力,对三个石榴栽培品种的果实进行了化学分析研究:Khadraye KH1、Hamraye HM1 和 Senin Alouj SL1。对三个品种果实中石榴籽汁的 pH 值、可滴定酸度 TS、总固形物 TSS、粗纤维 CF 等化学特性进行了研究。使用了描述性统计、方差分析和基于定量参数的主成分分析。Messaad 的 Senin Aloudj SL1 和 Khadraye KH1 甜度高,粗纤维含量分别为 1.80% 和 1.84%。Hamraye HM1 属于酸甜型,粗纤维含量为 2.10%。SL1 和 KH1 适合新鲜食用,并可作为食品加工的对象,此外,石榴树还具有食疗和药用价值,而 HM1 除了食用外,还可用作各种产品的食品加工。这项工作的研究结果证明,种质变异的意义不仅在于它的新鲜食用和加工,还在于从广义上评估和保护植物遗传资源,用于当地受到威胁的农业和食品。
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引用次数: 0
Potential of Bacillus stercoris B.PNR2 to stimulate growth of rice and waxy corn under atrazine-contaminated soil B.PNR2 Stercoris 杆菌在阿特拉津污染土壤中促进水稻和蜡质玉米生长的潜力
Pub Date : 2024-03-13 DOI: 10.25081/jaa.2024.v10.8614
K. Somtrakoon, Preamkamon Prasertsom, A. Sangdee, Rattana Pengproh, W. Chouychai
The presence of atrazine residue in agricultural soil may affect crop growth and the activity of plant growth-promoting bacteria. Therefore, this study investigated the impact of atrazine contamination on indole-3-acetic acid (IAA) production by Bacillus stercoris B.PNR2. Subsequently, the ability of B. stercoris B.PNR2 to stimulate the seedling growth of rice cultivars RD6 and Leum Pua, as well as the waxy corn cultivar Muang Tam, under atrazine contamination, was determined. The results showed that B. stercoris B.PNR2 produced IAA under various atrazine concentrations, and atrazine was not toxic to B. stercoris B.PNR2 cells. Atrazine at 20 mg/kg of soil did not affect the shoot and root dry weight of rice cultivars RD6 and Leum Pua, as well as the waxy corn cultivar Muang Tam grown in atrazine-contaminated soil without receiving a bacterial inoculum. The application of B. stercoris B.PNR2 did not stimulate the germination and growth of any of the plants used in this study. The application of B. stercoris B.PNR2 decreased the shoot and root dry weight of waxy corn grown under atrazine-contaminated soil. Additionally, the chlorophyll b and total chlorophyll content in rice cultivar RD6, grown under atrazine-contaminated soil, decreased to only 162.6 ± 4.2 and 616.0 ± 55.8 μg/g fresh weight, which was related to the increase in proline content to 343.6 ± 41.6 μg/g fresh weight. In conclusion, it can be stated that soaking seeds with B. stercoris B.PNR2 was not an appropriate means of inoculation to stimulate the growth of plants in this study.
农业土壤中残留的阿特拉津可能会影响作物生长和植物生长促进菌的活性。因此,本研究调查了阿特拉津污染对 B. stercoris B.PNR2 产生吲哚-3-乙酸(IAA)的影响。随后,测定了在阿特拉津污染条件下,B. stercoris B.PNR2 刺激水稻栽培品种 RD6 和 Leum Pua 以及蜡质玉米栽培品种 Muang Tam 幼苗生长的能力。结果表明,在不同浓度的阿特拉津作用下,B. stercoris B.PNR2 产生 IAA,且阿特拉津对 B. stercoris B.PNR2 细胞无毒性。土壤中浓度为 20 毫克/千克的阿特拉津不会影响水稻栽培品种 RD6 和 Leum Pua 以及蜡质玉米栽培品种 Muang Tam 在未接受细菌接种体的情况下在阿特拉津污染土壤中生长的芽和根干重。施用 B. stercoris B.PNR2 对本研究中使用的任何植物的发芽和生长都没有刺激作用。施用 B. stercoris B.PNR2 会降低在阿特拉津污染土壤中生长的蜡质玉米的芽和根的干重。此外,在阿特拉津污染土壤中生长的水稻品种 RD6 的叶绿素 b 和总叶绿素含量仅为 162.6 ± 4.2 和 616.0 ± 55.8 μg/g 鲜重,这与脯氨酸含量增加到 343.6 ± 41.6 μg/g 鲜重有关。总之,在本研究中,用 B. stercoris B.PNR2 浸泡种子并不是刺激植物生长的适当接种方式。
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引用次数: 0
Cereal yield forecasting in semi-arid region of Algeria using MODIS-NDVI 利用 MODIS-NDVI 预测阿尔及利亚半干旱地区的谷物产量
Pub Date : 2024-02-02 DOI: 10.25081/jaa.2024.v10.8562
Hakima Boulaaras, Tarek Bouregaa
The prediction of cereals yields today is very important for global food security and helps decision-makers in the import-export operations of countries, especially with the rise world population. The advent of remote sensing technologies in precision farming systems has made cereal yield predictions possible, providing valuable insights into the temporal and spatial variations in cereal conditions across both large and small-scale crop lands. Among the various vegetation indices used to analyze these conditions, the normalized difference of vegetation index (NDVI) has emerged as a key indicator. The main objective of this study is to evaluate the possibility of using MODIS-NDVI data to forecast the yield of cereal crops (wheat and barley) in semi-arid region of Algeria (Setif). Additionally, identify the optimal timing for reliable and accurate crop yield forecasts. The remote sensing data utilized in this study covered the growing seasons from February to June, from 2002 to 2022. The results indicated a strong correlation between cereal grain yield and NDVI from late February to mid-March, with R² values ranging from 0.55 to 0.82 for the two cereal species. The RMSE of the NDVI based prediction model ranged from 0.01 t ha-1 to 0.276 t ha-1. The approximate average increase in the grain yield of barley and wheat lies between 0.659 to 0.746 t ha-1 with an increase of 0.1 in NDVI value. These results demonstrate the effectiveness of using MODIS-NDVI data for cereal yield forecasting in semi-arid region of Algeria, offering valuable predictions two to three months before the harvest.
如今,谷物产量预测对全球粮食安全非常重要,有助于各国进出口业务的决策者,特别是随着世界人口的增加。精准农业系统中遥感技术的出现使谷物产量预测成为可能,为了解大面积和小面积作物地谷物生长条件的时空变化提供了宝贵的信息。在用于分析这些条件的各种植被指数中,归一化植被指数(NDVI)已成为一个关键指标。本研究的主要目的是评估使用 MODIS-NDVI 数据预测阿尔及利亚(塞提夫)半干旱地区谷类作物(小麦和大麦)产量的可能性。此外,还要确定可靠、准确的作物产量预测的最佳时机。本研究使用的遥感数据涵盖 2002 年至 2022 年 2 月至 6 月的生长季节。结果表明,2 月下旬至 3 月中旬的谷物产量与 NDVI 之间具有很强的相关性,两种谷物的 R² 值介于 0.55 至 0.82 之间。基于 NDVI 预测模型的均方根误差介于 0.01 吨/公顷-1 至 0.276 吨/公顷-1 之间。NDVI 值每增加 0.1,大麦和小麦的谷物产量大约平均增加 0.659 至 0.746 吨/公顷。这些结果表明,使用 MODIS-NDVI 数据对阿尔及利亚半干旱地区的谷物产量进行预测是有效的,可在收获前两到三个月提供有价值的预测。
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引用次数: 0
Cereal yield forecasting in semi-arid region of Algeria using MODIS-NDVI 利用 MODIS-NDVI 预测阿尔及利亚半干旱地区的谷物产量
Pub Date : 2024-02-02 DOI: 10.25081/jaa.2024.v10.8562
Hakima Boulaaras, Tarek Bouregaa
The prediction of cereals yields today is very important for global food security and helps decision-makers in the import-export operations of countries, especially with the rise world population. The advent of remote sensing technologies in precision farming systems has made cereal yield predictions possible, providing valuable insights into the temporal and spatial variations in cereal conditions across both large and small-scale crop lands. Among the various vegetation indices used to analyze these conditions, the normalized difference of vegetation index (NDVI) has emerged as a key indicator. The main objective of this study is to evaluate the possibility of using MODIS-NDVI data to forecast the yield of cereal crops (wheat and barley) in semi-arid region of Algeria (Setif). Additionally, identify the optimal timing for reliable and accurate crop yield forecasts. The remote sensing data utilized in this study covered the growing seasons from February to June, from 2002 to 2022. The results indicated a strong correlation between cereal grain yield and NDVI from late February to mid-March, with R² values ranging from 0.55 to 0.82 for the two cereal species. The RMSE of the NDVI based prediction model ranged from 0.01 t ha-1 to 0.276 t ha-1. The approximate average increase in the grain yield of barley and wheat lies between 0.659 to 0.746 t ha-1 with an increase of 0.1 in NDVI value. These results demonstrate the effectiveness of using MODIS-NDVI data for cereal yield forecasting in semi-arid region of Algeria, offering valuable predictions two to three months before the harvest.
如今,谷物产量预测对全球粮食安全非常重要,有助于各国进出口业务的决策者,特别是随着世界人口的增加。精准农业系统中遥感技术的出现使谷物产量预测成为可能,为了解大面积和小面积作物地谷物生长条件的时空变化提供了宝贵的信息。在用于分析这些条件的各种植被指数中,归一化植被指数(NDVI)已成为一个关键指标。本研究的主要目的是评估使用 MODIS-NDVI 数据预测阿尔及利亚(塞提夫)半干旱地区谷类作物(小麦和大麦)产量的可能性。此外,还要确定可靠、准确的作物产量预测的最佳时机。本研究使用的遥感数据涵盖 2002 年至 2022 年 2 月至 6 月的生长季节。结果表明,2 月下旬至 3 月中旬的谷物产量与 NDVI 之间具有很强的相关性,两种谷物的 R² 值介于 0.55 至 0.82 之间。基于 NDVI 预测模型的均方根误差介于 0.01 吨/公顷-1 至 0.276 吨/公顷-1 之间。NDVI 值每增加 0.1,大麦和小麦的谷物产量大约平均增加 0.659 至 0.746 吨/公顷。这些结果表明,使用 MODIS-NDVI 数据对阿尔及利亚半干旱地区的谷物产量进行预测是有效的,可在收获前两到三个月提供有价值的预测。
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Journal of Aridland Agriculture
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