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R. P. Shrestha 《Land Degradation \u0026amp; Development》2006,17(6):677-689
Mapping and monitoring of soil salinity is required to establish its areal extent and also to keep track of changes in salinity in order to formulate appropriate and timely management strategies for reclamation and rehabilitation of such soils. Remote sensing data have been increasingly used in soil‐salinity studies as they are not only quicker but are also useful for making realistic predictions. A study was conducted in northeast Thailand to understand the relationship of spectral reflectance and physico‐chemical soil properties to electrical conductivity (EC) by using remote sensing data (Landsat® ETM+) and laboratory analysis of soil sample data. Multiple regression analysis was used to examine the relationships between EC and spectral/soil properties and to generate several models. In the case of spectral properties, mid‐infrared band (Landsat® band 7) and near‐infrared (band 4) were found to be most correlated with the observed EC values of the surface layer of the soil. For the soil properties, chloride (Cl), sodium (Na), phosphorus (P), and sodium adsorption ratio (SAR) were found to be most correlated with observed EC values. Similarly, for the subsurface layer, Cl and P were found to be significant predictors of observed EC values. Copyright © 2006 John Wiley & Sons, Ltd. 相似文献
994.
Four equations were developed for predicting the probability of Douglas-fir [Pseudotsuga menziesii (Mirb.) Franco] and ponderosa pine (Pinus ponderosa Dougl. ex Laws.) survival for the first (0–1) and first to third (1–3) growing seasons after applying mulching, scalping, or artificial shading (shade cards) treatments in plantations in southwestern Oregon, U.S.A. Variables describing conifer size, levels of competing vegetation, presence of silvicultural treatments, site factors, and climate factors were collected from 13 sites ranging from 0 to 6 years after planting and examined as potential predictors of survival. Age, stem diameter, a competition index for shrubs, severity of growing season at time of treatment, average annual precipitation, aspect, and slope angle were predictors of Douglas-fir survival during 0–1 and 1–3 growing seasons after treatment; the presence of silvicultural treatments was also a predictor only during the first growing season after treatment. Age, aspect, and slope angle were predictors of ponderosa pine survival over both 0–1 and 1–3 growing seasons after treatment; height-diameter ratio, competition indices for herbs, shrubs, and hardwoods, silvicultural treatment, severity of growing season at time of treatment, and average annual precipitation were also predictors only during the first growing season after treatment; crown width was a predictor of survival only during 1–3 growing seasons after treatment. When significant in the models, predicted probability of survival increases with treatments, less severe weather conditions, diameter, crown width, age, and precipitation; probability decreases with increasing height-diameter ratio and competition indices for herbs, shrubs, and hardwoods. 相似文献
995.
The aim was to describe Cd sorption in spatially variable sandy soils of the ‘Fuhrberger Feld’ catchment area as a prerequisite for prognosis of Cd transport in soil and of the threat of groundwater pollution. Thus, the possibility is evaluated to derive a generalized Freundlich equation based on multiple regressions relating the retention parameters k and M (from isotherm data of part 1 of this study) to basic soil properties (pedotransfer functions). For the parameter M (exponent), the correlation ‘measured vs estimated’ was weak (r2 < 0.5) whereas k was well predictable by pedotransfer functions. The best regression was obtained if organic carbon (OC). clay content and H+ activity were combined as independent variables (r2 up to 0.96). The obtained k values were much higher than those from comparable literature models, probably due to lower ionic strength and different composition of our background solutions used for the isotherms. As a critical evaluation, the estimates for k were used to derive solute Cd concentrations (Cest) which then were compared to measured data (range 0.1–3 μg L?1). The best but still unsatisfactory r2 was 0.77, obtained if Gest was compared to Cd in 0.01 Mc Ca(NO3)2 equilibria (Cd0). Cd in fresh soil solution (Cdz) showed no significant correlation with Cest, except for one relationship where OC had been excluded from the preceding multiple regression of k. Generally, the role of the variable OC remained unclear. Direct multiple regressions of measured solute Cd vs soil properties (bypassing k, no sorbed fraction) yielded much closer correlations, with r2 = 0.9 for Cd0 vs OC, H+ activity, clay (log data, OC decreases C) and r2 = 0.7 for Cd2 vs OC, H+ activity, clay (log data, OC enhances C). 相似文献
996.
玉米灌浆后期百粒重变化的品种间差异分析 总被引:20,自引:1,他引:19
采用回归异质性测验法分析了黑龙江省8个玉米杂交种抽丝后30~60d期间百粒重的变化。结果表明,此期间早熟和晚熟杂交种百粒重变化的回归系数差异显著,因而平均灌浆速率也有显著差异。 相似文献
997.
选择8种双变数回归模型,采用BASIC语言设计双变数回归分析程序,使之为回归分析服务,经上机运行证明,程序简单实用,交互性强,在实际应用中,不但能自动比较不同模型的精度,以选出最佳方程,而且能及时进行回归模拟,查看回归曲线与实际观测点的吻合程度。 相似文献
998.
采用回归分析法,通过盆栽试验,研究莴笋无土栽培营养液中大量元素的最优配方。结果表明,当营养液中Ca(NO3)2·4H2O,KNO3,NH4H2PO4,MgSO4·7H2O分别为1745,1107,15,893mg·L-1时,能满足莴笋生长发育的需要而获得高产。同时还确定了最佳浓度范围及不同因子对植株产量影响的相对大小。这说明用回归分析法研究无土栽培营养液配方是切实可行的。 相似文献
999.
高粱在盐胁迫下特定蛋白的表达及与耐盐性关系的研究 总被引:9,自引:0,他引:9
报道了通过统计学上逐步回归的方法,筛选出对植物耐盐性有显著贡献的蛋白质,并应用方差分析探讨上述蛋白质的最佳诱导条件,以便探明盐胁迫一特定蛋白一耐盐性之间的关系。结果表明: 由NaCl诱导的高粱耐盐性是众多蛋白质综合作用的结果,其中不受盐诱导的15. 5 kD根蛋白、受盐诱导的71. 4 kD叶蛋白对高粱耐盐性具有显著正贡 相似文献
1000.