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1.
Liina Talgre Enn Lauringson Hugo Roostalu Alar Astover Viacheslav Eremeev Are Selge 《Acta Agriculturae Scandinavica, Section B - Plant Soil Science》2013,63(1):70-76
Abstract A field experiment was conducted in 2004–2006 to investigate the effect of green manure treatments on the yield of oats and spring barley. In the experiment, different green manure crops with undersowing and pure sowing were compared for amounts of N, C, and organic matter driven into soil and their effect on cereal yield. The spring barley field had a total of 41.7–62.4 kg N ha?1 and 1.75–2.81 Mg C ha?1 added to the soil with straw, weed, and roots, depending on the level of fertilisation; with red clover, and both common and hybrid lucerne undersowing, with barley straw and roots, the values were 3.45–3.96 Mg C ha?1 and 139.9–184.9 kg N ha?1. Pure sowings of these three leguminous green manure crops had total applications of 3.37–4.14 Mg C ha?1 and 219.7–236.8 kg N ha?1. The mixed and pure sowing of bird's-foot trefoil provided considerably less nitrogen and carbon to the soil with the biomass than with the other leguminous crops. Application of biomass with a high C/N ratio reduced the yield of the succeeding spring cereals. Of the green manures, the most effective were red clover and both common and hybrid lucerne, either as undersowing or as pure sowing. Undersowings with barley significantly increased the N supply for the succeeding crop without yield loss of the main crop compared with the unfertilised variant. Compared with ploughing-in of green manure in autumn, spring ploughing gave a 0.2–0.57 Mg ha?1 larger grain yield. 相似文献
2.
G. A. Lehrsch B. Brown R. D. Lentz J. L. Johnson-Maynard A. B. Leytem 《Communications in Soil Science and Plant Analysis》2017,48(1):124-138
To efficiently use nitrogen (N) while protecting water quality, one must know how a second-year crop, without further N fertilization, responds in years following a manure application. In an Idaho field study of winter wheat (Triticum aestivum L.) following organically fertilized sugarbeet (Beta vulgaris L.), we determined the residual (second-year) effects of fall-applied solid dairy manure, either stockpiled or composted, on wheat yield, biomass N, protein, and grain N removal. Along with a no-N control and urea (202 kg N ha?1), first-year treatments included compost (218 and 435 kg estimated available N ha?1) and manure (140 and 280 kg available N ha?1). All materials were incorporated into a Greenleaf silt loam (Xeric Calciargid) at Parma in fall 2002 and 2003 prior to planting first-year sugarbeet. Second-year wheat grain yield was similar among urea and organic N sources that applied optimal amounts of plant-available N to the preceding year’s sugarbeet, thus revealing no measurable second-year advantage for organic over conventional N sources. Both organic amendments applied at high rates to the preceding year’s sugarbeet produced greater wheat yields (compost in 2004 and manure in 2005) than urea applied at optimal N rates. On average, second-year wheat biomass took up 49% of the inorganic N remaining in organically fertilized soil after sugarbeet harvest. Applying compost or manure at greater than optimum rates for sugarbeet may increase second-year wheat yield but increase N losses as well.Abbreviations CNS, carbon–nitrogen–sulfur 相似文献
3.
为探讨有机肥氮替代化肥氮在新疆棉花生产中的增产增效作用,在滴灌条件下,采用连续2年定位试验,研究了不施氮(CK)、牛粪堆肥(OM)、农民常规施肥(CF)和不同有机肥氮替代10%(OF1)、20%(OF2)和30%(OF3)的化肥氮时,对棉花氮磷钾养分吸收、氮素利用率及产量的影响。与单施化肥相比,有机肥氮替代部分化肥氮均有利于棉花氮磷钾养分吸收,可提高棉花氮素表观利用率、偏生产力、肥料氮贡献率和农学效率。在有机肥氮替代10%化肥氮的情况下,氮素利用率最高并能提高氮素表观利用率10.5个百分点,棉花产量增加6.8%(P<0.05),而且棉花经济效益与单施化肥相当。有机肥氮替代20%的化肥氮时,棉花产量增加7.9%(P<0.05)。有机肥氮替代30%化肥氮,获得与单施化肥相当的产量,氮素表观利用率仅提高3.4个百分点。综合养分吸收、氮素利用效率、产量及经济效益等方面考虑,有机肥氮替代10%化肥氮是该地区中等肥力棉田增产稳产、氮肥增效的合理施肥方式。 相似文献
4.
旱地豆科绿肥腐解及养分释放动态研究 总被引:12,自引:5,他引:12
采用田间埋袋法对长武怀豆、大豆和绿豆在土壤中长达287 d的养分释放状况进行了监测,旨在查明三种豆科绿肥分解及其养分释放规律。结果表明,三种绿肥均表现为前期腐解快、后期腐解慢,高峰均出现在最初的1个月内。在残留率平稳的阶段,长武怀豆残留率显著高于大豆和绿豆。不同养分的释放有差异:氮、磷、钾在最初的21d内快速释放,其中钾的释放最彻底,287d 后钾的残留率仅为3.2%~5.9%。钙的残留率最高,而且始终没有显著的变化,287d后残留率仍为74.8%~89.8%。镁在前28d 矿化速率较快,残留率已降至30%左右。铜的释放有较明显的波浪起伏。铁在最初的21d内有明显释放,随后变幅不大。锌的残留率在最初的49d内呈下降趋势,49~175d内变化不大,175d后,三种绿肥锌残留率均显著降低。锰残留率的变化在起伏中呈下降趋势,至 287d 时,残留率降到了67.3%~74.1%,仅低于钙。三种绿肥养分释放状况的差异因养分种类而不同:氮、钙、铁、铜和锌的残留率在三种绿肥之间差异较大,钾和镁的残留率差异不显著。除了碳、氮、铜和锌外,其他养分残留率均表现为绿豆最低;除了碳、氮、铜和铁外,其他养分残留率均表现为大豆最高。 相似文献
5.
在盆栽试验条件下研究了苏丹草—黑麦草轮作中不同施肥措施对饲草产量、养分吸收及土壤性质的影响。结果表明:各施肥处理均可显著提高饲草产量,整个轮作期,单施化肥(NPK)、石灰和化肥配施(NPK+Lime)、有机肥和化肥配施(NPK+OM)处理的鲜草产量分别比不施肥处理(CK)增加6.1倍、6.8倍和7.3倍;在化肥基础上配合施用石灰和有机肥,鲜草分别增产9.5%和17.2%。养分吸收结果显示,不同施肥处理明显提高饲草N、P、K含量并促进饲草对养分的吸收。土壤养分分析结果表明,与CK及NPK处理相比,增施石灰和有机肥提高酸性土壤pH值,促使其向中性靠近;在NPK基础上配合施用石灰,轮作结束时土壤有效钙含量比NPK处理提高了20.7%,有效铁和有效锰含量降低了26.5%和41.2%;在NPK基础上增施有机肥,能显著提高了土壤中的氮、磷、钾养分含量。 相似文献
6.
旱地基于豆类绿肥不同轮作方式的经济效益分析 总被引:2,自引:0,他引:2
【目的】黄土高原旱地土壤贫瘠,传统的夏休闲期雨热资源丰富但利用率不高,评价不同轮作方式的经济效益,为选择一种合理的种植模式、 保证农民获得可靠的收入提供依据。【方法】本研究通过4年定位试验,以夏休闲-冬小麦一年一熟制为对照,测定并分析了豆类绿肥-冬小麦和豆类绿肥-春玉米-冬小麦两种轮作方式及其不同豆类绿肥处理方式条件下的经济效益。【结果】豆类绿肥-冬小麦轮作经济效益最低,而且纯收入的变异系数高达67.69%,与夏休闲-冬小麦轮作方式相比没有优势; 该轮作绿肥不同翻压时间对作物产量、 总收入等指标存在年际差异。豆类绿肥-春玉米-冬小麦轮作,整体收入最高,而且纯收入变异系数最低,为15.42%,其中茎秆覆盖和茎秆翻压处理的作物产量、 总收入、 纯收入等均高于移出处理。【结论】从农民收入的角度来看,豆类绿肥-春玉米-冬小麦轮作很好的平衡了成本与收益的关系,是该地区较为合理的种植制度; 将绿肥籽粒收获后,茎秆覆盖式翻压,可有效提高小麦、玉米的产量,是应推广的技术措施。 相似文献
7.
不同施肥措施对小麦-玉米轮作中作物产量和土壤肥力的影响 总被引:8,自引:3,他引:8
A 15-year field experiment was carried out in Henan Province, China, to study the effects of different fertilization practices on yield of a wheat-maize rotation. Fertilizers tested contained N alone (N), N plus P (NP) or plus P and K (NPK), all with or without manure (M). Different long-term fertilization practices affected the yields under the rotation system of wheat and maize differently and the effects on yields was in a general trend of MNPK>MNP>MN>NPK>NP>M>N>the control. The average contribution rate of soil fertility to the highest yield was 37.9%, and the rest 62.1% came from fertilizer applications. The yield effects of the chemical fertilizers were in the order of N>P>K and were increased by application of manure.Balanced fertilization with multielement chemical fertilizers and manure can be effective in maintaining growth in agricultural production. Combined application of chemical fertilizer and organic manure also increased the content of soil organic matter. 相似文献
8.
Sushanta Saha Bholanath Saha Manabendra Ray Swapan Kumar Mukhopadhyay Pallabendu Halder Anupam Das 《Journal of plant nutrition》2013,36(18):2365-2375
We analyzed data from a long-term rice–wheat cropping sequence to evaluate the effects of integrated nutrient management (INM) on yield trends and sustainability, nutrient balance and soil fertility of the system. After 30th cycle, grain yield of both the crops significantly declined under control and highest rice and wheat grain yields were obtained when 50% N supplied through green manure and farm yard manure, respectively. The magnitude of yield slope under INM was found considerably higher than 100% recommended fertilizer (RDF). Sustainable yield index (SYI) for both the crops were found lower in control but considerably higher with the 100% RDF and under INM. The soils under all the treatments suffered an apparent loss of K and N (except where organics replacing 50% N). Correlation study also reveals K is the sole factor for the yield sustainability as apparent K balance was negatively correlated with SYI and yield slope. 相似文献
9.
长期有机无机肥配施对冬小麦籽粒产量及氨挥发损失的影响 总被引:11,自引:2,他引:11
10.
A field experiment was conducted to assess the effect of the combined use of farmyard manure and inorganic fertilizer on the growth and yield of sorghum and on soil chemical properties in a semi-arid area in northeastern Ethiopia. Twelve treatments comprising factorial combinations of four levels of farmyard manure (0, 5, 10, and 15 t ha?1) and three levels of inorganic fertilizers (0%, 50%, and 100% of the recommended rate) were compared in a randomized complete block design with three replications over a period of six years. The results revealed significant improvements in the growth and yield of sorghum due to the main and interaction effects of farmyard manure and inorganic fertilizer application. The combined application of farmyard manure and inorganic fertilizers increased post-anthesis dry-matter production by 147%–390% and grain yield by 14%–36%. The main effects of farmyard manure and inorganic fertilizers increased stover yield by 8%–21% and 14%–21%, respectively. Farmyard manure application increased total nitrogen (N) uptake by 21%–36%, grain protein yield by 8%–11%, and grain protein concentration by 20%–29%. Application of farmyard manure along with 50% of the recommended inorganic fertilizer rate resulted in a grain yield equivalent to, or greater than that for 100% of the recommended inorganic fertilizer rate, thus effecting a 50% savings of inorganic N and phosphorus (P) fertilizer. Application of 5, 10, and 15 t farmyard manure ha?1along with 100% of the recommended fertilizer rate and 5, 10, and 15 t farmyard manure ha?1 along with 50% of the recommended fertilizer rate can be recommended for farmers who can and cannot afford to buy inorganic fertilizers, respectively. 相似文献
11.
红壤连续施用绿肥和有机肥对玉米产量及土壤肥力的影响 总被引:9,自引:1,他引:9
采用长期定位试验研究方法,探讨旱地红壤施用氮磷肥、绿肥和有机肥对红壤旱地养分的影响及玉米产量的效应。结果表明:在施用等量N肥的基础上施P2O596 kg/hm2,玉米产量是N肥的1.59倍,说明磷是红壤旱地的主要障碍因子,施磷有显著的增产作用;氮磷化肥与绿肥或有机肥配合施用,能显著增加土壤有机质含量,改良土壤结构,降低土壤容重,明显增加土壤中速效钾含量,维持土壤钾素平衡;长期施磷,显著提高土壤中速效磷含量。磷肥与绿肥或有机肥配合施用,能减少土壤对磷的固定,氮磷肥与绿肥或农家肥配合施用,是改良培肥旱地红壤,提高土地生产潜力的根本措施。 相似文献
12.
研究旨在探明油菜-水稻轮作制田块油菜季单施有机肥,油菜获得最高经济产量时田块有机肥的最佳施用量,为田块两熟制土壤培肥过程中采用有机肥在油菜季一次施用多年利用技术提供理论依据。试验在金华市蒋堂农业科学试验站进行,试验设:油菜、水稻不施肥对照处理(CK);油菜、水稻常规施化肥对照处理(CF);油菜施有机肥15 t/hm~2(T1)、30 t/hm~2(T2)、45 t/hm~2(T3)、60 t/hm~2(T4)、75 t/hm~2(T5),水稻均不施肥。共7个处理。结果表明,单施有机肥油菜经济产量最高,为2 300 kg/hm~2,比CK增产185%,比CF增产11.4%,油菜氮、磷、钾养分总吸收量最高,分别为87.2、34.7、146 kg/hm~2,分别比CK增加224%、427%、477%,分别比CF增加10.7%、230%、175%,以经济产量为依据,试验条件下油菜季单施有机肥的最佳施用量为60 t/hm~2;有机肥施用一年后,土壤pH值、有机质、全氮、全磷、全钾、碱解氮、有效磷、速效钾、阳离子交换量均不同程度增加,且有机肥用量达到60 t/hm~2后各肥力值与CK比较均达显著差异。 相似文献
13.
In organic farming systems, it has been demonstrated that grain pulses such as peas often do not enhance soil N supply to the following crops. This may be due to large N removals via harvested grains as well as N‐leaching losses during winter. In two field‐trial series, the effects of legume (common vetch, hairy vetch, peas) and nonlegume (oil radish) cover crops (CC), and mixtures of both, sown after peas, on soil nitrate content, N uptake, and yield of following potatoes or winter wheat were studied. The overall objective of these experiments was to obtain detailed information on how to influence N availability after main‐crop peas by adapting cover‐cropping strategies. Cover crops accumulated 56 to 108 kg N ha–1 in aboveground biomass, and legume CC fixed 30–70 kg N ha–1 by N2 fixation, depending on the soil N supply and the length of the growing period of the CC. Nitrogen concentration in the aboveground biomass of legume CC was much higher and the C : N ratio much lower than in the nonlegume oil radish CC. At the time of CC incorporation (wheat series) as well as at the end of the growing season (potato series), soil nitrate content did not differ between the nonlegume CC species and mixtures, whereas pure stands of legume CC showed slightly increased soil nitrate content. When the CC were incorporated in autumn (beginning of October) nitrate leaching increased, especially from leguminous CC. However, most of the N leached only into soil layers down to 1.50 m and was recovered more or less by the following winter wheat. When CC were incorporated in late winter (February) no increase in nitrate leaching was observed. In spring, N availability for winter wheat or potatoes was much greater after legumes and, after mixtures containing legumes, resulting in significantly higher N uptake and yields in both crops. In conclusion, autumn‐incorporated CC mixtures of legumes and nonlegumes accomplished both: reduced nitrate leaching and larger N availability to the succeeding crop. When the CC were incorporated in winter and a spring‐sown main crop followed even pure stands of legume CC were able to achieve both goals. 相似文献
14.
Noshin Ilyas Fakhra Ambreen Nazima Batool Muhammad Arshad Roomina Mazhar Fatima Bibi 《Communications in Soil Science and Plant Analysis》2018,49(2):148-158
Crop rotation is a supportive management practice in which legumes greatly improve the growth and yield of subsequent cereal crops, particularly wheat. In this study, effects of mung bean (Vigna radiata)?? on the yield and quality of grains of following wheat crop were determined. An experiment was carried out with two sets of wheat (Triticum aestivum) crops: one grown following mung bean (Vigna radiata) crop and the other grown after a fallow period. Concentrations of macronutrients, sugar, protein, amino acids, and phytohormones of wheat were determined. The grain protein concentration of wheat was improved if cultivated after mung bean, and nitrogen and other macronutrients of wheat were increased significantly. In case of phytohormone contents in the wheat crop, abscisic acid concentration showed no change, but the concentrations of gibberellin increased significantly by 41% and indole acetic acid by 30% as a result of crop rotation. Sugar content in wheat cultivated after mung bean BRM-318 showed 10% increase and wheat protein content increased by 17% and 20%, respectively. The present study demonstrated that crop rotation simulated yield and improved the nutritional value of wheat grain compared to wheat which followed the fallow period. 相似文献
15.
The aim of this study was to identify the cutting time for winter cover crops used as green manure in no-tillage systems that results in the highest dry weight yield (DWY) and nutrient accumulation. We tested Avena strigosa, Secale cereale, Vicia sativa, Raphanus sativus, and Lupinus albus, in five management times, determining the fresh weight yield (FWY), DWY, and the chemical composition of the shoot tissue. The highest FWY was obtained using R. sativus and L. albus. At 145 days after sowing; these species also had the highest DWYs, over 15 t ha?1. L. albus and S. cereale had the highest carbon to nitrogen (C:N) ratio (60:1). The nutrient content of most crops decreased over time. However, the accumulation of nutrients increased over time, especially for R. sativus. L. albus had the highest level and manganese (Mn) accumulation, while the zinc (Zn) and cooper (Cu) accumulation was highest in A. strigosa, and that of boron (B) was highest in S. cereale. Thus, R. sativus provided the best soil cover among the species tested, due to its high biomass yield and greater nutrient cycling. 相似文献
16.
连续3年施用生物有机肥对土壤有机质组分、 棉花养分吸收及产量的影响 总被引:3,自引:1,他引:3
采用盆栽试验,研究了连续3年施用生物有机肥对3种土壤有机质组分、 棉花养分吸收量及产量的影响。结果表明,连续施肥3年后,不同有机质含量土壤的有机质组分含量、 棉花养分吸收量及产量均较不施肥有不同程度的提高。3种土壤随着施肥量的增加,土壤有机质总量和活性有机质组分(活性有机质、 中活性有机质、 高活性有机质)增加,活性有机质在3年后的增加幅度高于有机质总量,说明连续施用生物有机肥可以改善土壤有机质质量。高等、 中等有机质含量的土壤施用生物有机肥2030 g/kg时养分吸收量最大; 低等有机质含量的土壤在施用生物有机肥40 g/kg时养分吸收量最高。高、 中、 低等有机质含量的土壤棉花产量分别在施用生物有机肥20、 20、 40 g/kg时最大,较不施肥增加了54.05%、 37.15%、 104.08%。通过相关分析表明,随着土壤的本底有机质含量由高到低,有机质组分、 棉花养分吸收量及产量之间的相关性则越好,养分吸收量和产量存在极显著相关。 相似文献
17.
我国马铃薯产量和化肥利用率区域特征研究 总被引:3,自引:2,他引:3
【目的】本研究汇总马铃薯(Solanum tuberosum L.)田间试验数据,分析中国马铃薯产区施用氮、磷和钾肥的马铃薯产量(可获得产量、产量反应和相对产量)及肥料利用率特征,以期为优化马铃薯养分管理奠定理论基础。【方法】本试验数据来源于:1)国际植物营养研究所(International Plant Nutrition Institute, IPNI)1992—2012年间在我国马铃薯主产区开展的117个田间试验;2)采用字段或字段组合(马铃薯,马铃薯+产量,马铃薯+利用率,等)在中国知网数据库(China National Knowledge Infrastructure, CNKI)检索的2000—2016年间407篇马铃薯田间试验中文文献。将我国马铃薯种植区分为东北(NE)、西北(NW)、华北(NC)、长江中下游(MLYR)、东南(SE)和西南(SW)产区。试验处理包括氮磷钾肥优化处理(OPT)、不施氮(OPT-N)处理、不施磷(OPT-P)处理和不施钾(OPT-K)处理,研究我国马铃薯不同种植区优化施肥下马铃薯可获得产量,氮、磷和钾肥产量反应,相对产量,农学效率,偏生产力和养分回收率特征。【结果】我国马铃薯施用氮、磷和钾产量反应平均分别为8.6、5.9和6.6 t/hm^2,氮素是马铃薯产量的首要限制因子,东北地区产量及施氮产量反应平均值显著高于其他地区(P <0.05)。马铃薯施氮、磷、钾相对产量平均值分别为71.0%、79.4%、77.2%,其中,华北地区施氮相对产量平均值最高,东南地区施磷相对产量平均值最高,西北地区施钾相对产量平均值最高。马铃薯氮、磷和钾肥用量平均分别为N 164.2 kg/hm^2、P_2O_5 100.3 kg/hm^2和K_2O 188.0 kg/hm2,东南地区氮和钾肥用量平均值显著高于其他地区(P <0.05),东北地区施氮量和施钾量较低,东北、西南和西北施磷量高于其他地区,长江中下游施磷量最低。马铃薯氮、磷和钾素农学效率平均值分别为52.2 kg/kg N、58.5 kg/kg P_2O_5和42.3 kg/kgK_2O,东北地区氮和钾素农学效率平均值显著高于其他地区(P <0.05)。马铃薯氮、磷和钾素偏生产力平均值分别为205.7 kg/kg N、339.0 kg/kg P_2O_5和209.2 kg/kg K_2O,东北地区氮和钾素偏生产力平均值分别显著(P <0.05)高于其他地区。马铃薯氮、磷和钾素养分回收率平均值分别为36.4%、18.5%和27.6%,东南地区磷素回收率平均值显著高于其它地区(P <0.05)。【结论】我国马铃薯不同产区产量、施肥量和肥料利用率差异较大,氮素是马铃薯产量的第一限制因子,华北地区氮素、东南地区磷素和西北地区钾素土壤基础养分供应能力相对较高,不同地区马铃薯需要因地制宜,制定有针对性的马铃薯优化施肥方案。 相似文献
18.
土壤紧实胁迫对黄瓜生长、产量及养分吸收的影响 总被引:14,自引:2,他引:14
用容重分别为1.2、1.4和1.6.g/cm3的土壤进行盆栽试验,研究了土壤紧实度对黄瓜生长、产量及养分吸收的影响。结果表明,当土壤紧实度增大时,黄瓜秧苗的株高在定植后的15.d后受到显著抑制;第4叶的叶宽和叶长在定植后9~17.d内增加;茎粗则是在稍紧的土壤中(R.1.4)最大,过紧的土壤中(R.1.6)最小;根系伸长生长受阻,干物质质量及活力显著下降,根冠比降低;生物学产量、经济产量、经济系数的变化情况及植株对氮、磷、钾吸收量的变化与茎粗的变化趋势相同。在本试验条件下,容重为1.2.g/cm3的土壤利于株高及根系的生长,容重1.4g/cm3的土壤则利于茎粗、根系养分的吸收及产量的增加。 相似文献
19.
长期绿肥与氮肥减量配施对水稻产量和土壤养分含量的影响 总被引:13,自引:3,他引:13
为探明湘南双季稻区绿肥还田下的氮肥适宜施用量,设计了始于2008年冬季开展的长期田间定位试验(2009-2017),研究绿肥与氮肥减量配施对双季稻的产量、氮肥农学效率、氮肥偏生产力以及2017年稻田耕层土壤养分含量的影响。共设计6个施肥处理:不施氮肥空白对照、仅紫云英、习惯施肥、紫云英与100%无机氮配施、紫云英与80%无机氮配施、紫云英与60%无机氮配施。结果表明:与习惯施氮量相比,绿肥结合习惯施肥以及绿肥与化肥氮减量20%~40%配施均能保持甚至提高2009-2017年稻谷周年产量,显著提高早、晚稻氮肥偏生产力和氮肥农学效率。绿肥与化肥氮减40%时,产量变异系数最低和产量可持续指数最高。试验9 a后,与2008年相比,稻田土壤有机质和全氮含量呈上升趋势。与习惯施肥相比,绿肥与化肥氮减量20%~40%能维持土壤磷素与钾素的供给。综合考虑,紫云英还田下,化肥氮减施40%仍能获得高产稳产,且氮肥利用率最高,产量稳定性最好,并可缓慢提高土壤肥力,是湘南双季稻种植区较好的施肥模式。 相似文献
20.
F. C. Stevenson J. D. Knight O. Wendroth C. van Kessel D. R. Nielsen 《Soil & Tillage Research》2001,58(3-4):163-181
Landscape-scale variation is a source of information that increasingly is being taken into consideration in agricultural and environmental studies. Models that encompass and interpret this variation in fields and across contrasting management practices have the potential to improve the landscape management of agroecosystems. Our objective was to compare the results of two approaches, analysis of covariance (ANCOVA) and state-space modeling, to determine the factors affecting grain yield in three crop rotations [pea (Pisum sativum L.)–wheat (Triticum aestivum L.)–barley (Hordeum vulgare L.), canola (Brassica napus L.)–wheat–barley, and wheat–wheat–barley] at two sites in Saskatchewan, Canada. Crop rotations were established in adjacent 30 m×80 m plots arranged in a randomized complete block with five replicates. Variables that were expected to affect resource availability and pest infestations in wheat (second rotation phase) or barley (third rotation phase) were measured. Each sampling point was classified according to landscape position as either a shoulder or footslope. Landscape position was considered as a cross-classified treatment along with crop rotation, and analyzed using ANCOVA procedures. State-space modeling was conducted on a single transect connecting sampling points across all of the rotations and replicates at each site. ANCOVA frequently indicated that grain yield and other measured variables differed between landscape position across all rotations, or in a specific crop rotation. For example, grain yield, soil water content, soil N availability during the growing season, and the incidence of common root rot were higher in the footslopes than the shoulders in all of the crop rotations at one of the sites. However, the landscape position effect for grain yield was never fully explained by the landscape position effects detected for the other variables (e.g., higher soil water content in the footslopes did not correspond with higher grain yields in footslope positions at both sites). State-space modeling indicated that most of the measured variables contributed to the prediction of landscape-scale variation for grain yield in the pea–wheat rotation; whereas only leaf and root disease incidences explained landscape-scale variation in the wheat–wheat rotation. The selective omission of data indicated that state-space modeling was accounting for the varied importance of the predictors across the landscape; i.e., localized response functions. The major reason that ANCOVA did not explain landscape-scale variation of grain yield across the different crop rotations may be because it was unable to account for highly localized variation. However, there is evidence from other studies that the ANCOVA approach is appropriate when the response functions explaining grain yield do not vary significantly within the study area. This situation is most likely to occur in studies with smaller experimental areas. Future research conducted at scales reflecting ‘real world’ field conditions (i.e., study units representative of producer’s fields) should consider the use of state-space modeling or alternative statistical techniques that are designed to address and predict the complex and dynamic nature of landscape-scale processes. 相似文献