نتایج جستجو برای: plsr method has high performance rmse0142

تعداد نتایج: 5673764  

2013
Umesh Kumar Acharya Phul Prasad Subedi Kerry Brian Walsh

The dry-extract system for (near) infrared (DESIR) technique was implemented using reflectance near-infrared spectroscopy in context of detection of contact pesticide residues on fruit. Based on chemical structure, spectra features and regression statistics for PLSR models, a product containing metiram and pyraclostrobin was chosen from six pesticides for further consideration. Regression model...

2014
Xin-fang Xu Li-xing Nie Li-li Pan Bian Hao Shao-xiong Yuan Rui-chao Lin Hai-bo Bu Dan Wang Ling Dong Xiang-ri Li

Near-infrared spectroscopy (NIRS), a rapid and efficient tool, was used to determine the total amount of nine ginsenosides in Panax ginseng. In the study, the regression models were established using multivariate regression methods with the results from conventional chemical analytical methods as reference values. The multivariate regression methods, partial least squares regression (PLSR) and ...

پایان نامه :وزارت علوم، تحقیقات و فناوری - دانشگاه تربیت مدرس - دانشکده مهندسی عمران 1388

چکیده روش های متعددی برای برآورد رواناب حاصل از بارش در حوضه های آبریز وجود دارد. یکی از این روش ها استفاده از مدل های هیدرولوژیکی است. با استفاده از مدل های هیدرولوژیکی و شبیه سازی فرآیندهای هیدرولوژیکی می توان با صرف کمترین زمان و هزینه، رواناب و مولفه های دیگر چرخ? هیدرولوژیکی را برآورد کرد. از آنجا که در حوضه های آبریز اندازه گیری تمام کمیت های مورد نیاز برای تحلیل رواناب ممکن نیست، انتخاب...

پایان نامه :وزارت علوم، تحقیقات و فناوری - دانشگاه لرستان - دانشکده علوم پایه 1389

abstract part one: the electrode oxidation potentials of a series of eighteen n-hydroxy compounds in aqueous solution were calculated based on a proper thermodynamic cycle. the dft method at the level of b3lyp-6-31g(d,p) was used to calculate the gas-phase free energy differences ,and the polarizable continuum model (pcm) was applied to describe the solvent and its interaction with n-hydroxy ...

Journal: :Remote Sensing 2017
Kun Qi Yi'na Hu Chengqi Cheng Bo Chen

Despite the fact that economic data are of great significance in the assessment of human socioeconomic development, the application of this data has been hindered partly due to the unreliable and inefficient economic censuses conducted in developing countries. The night-time light (NTL) imagery from the Defense Meteorological Satellite Program’s Operational Linescan System (DMSP/OLS) provides o...

پایان نامه :وزارت علوم، تحقیقات و فناوری - دانشگاه صنعتی خواجه نصیرالدین طوسی - دانشکده علوم 1391

abstract in the present research solution of chalcopyrite in sulfuric acid in hydrometallurgy method using electrochemistry with cyclic voltammetry technique has been investigated. the value of maximum reduction peak current of copper ions represents the measure of solubility. in this research different parameters temperature, potential, potential exert time, chalcopyrite concentration, sulfur...

Journal: :Forests 2022

Larix gmelinii is the major tree species in Northeast China. The wood properties of different are quite and under strong genetic controls, so it can be better improved through oriented breeding. In order to detect longitudinal compressive strength (LCS), modulus rupture (MOR) elasticity (MOE) real-time, fast non-destructively, a prediction model mechanical with high precision stability construc...

Journal: :Remote Sensing 2017
Juanjo Peón Carmen Recondo Susana Fernández Javier F. Calleja Eduardo De Miguel Laura Carretero

The Airborne Hyperspectral Scanner (AHS) and the Hyperion satellite hyperspectral sensors were evaluated for their ability to predict topsoil organic carbon (C) in burned mountain areas of northwestern Spain slightly covered by heather vegetation. Predictive models that estimated total organic C (TOC) and oxidizable organic C (OC) content were calibrated using two datasets: a ground observation...

سابقه و هدف: مقدار کربن آلی خاک به عنوان یکی از مهمترین ویژگی‌های خاک، اهمیت بسیاری در توسعه و مدیریت پایدار کشاورزی دارد. مقدار مواد آلی خاک که عموما بر اساس مقدار کربن آلی آن اندازه گیری می‌شود، معمولا به عنوان شاخص کلیدی کیفیت و عملکرد خاک قلمداد می گردد (24). وجود مواد آلی مکفی خاک، تاثیرات مثبتی بر باروری خاک، ظرفیت نگهداشت آب خاک و ترسیب کربن دارد (35؛ 26؛ 25؛ 30). تحقیقات اخیر نشان داده ...

2002
Rikke P.H. Nikolajsen Karl S. Booksh Åse M. Hansen Rasmus Bro

A new method for quantifying adrenaline and noradrenaline concentrations from mixtures of catecholamine standards is described. The method derives selectivity from the different rates, at which the fluorescing 3,5,6-trihydroxyindole derivatives (lutines) of the catecholamines are formed and degraded for adrenaline and noradrenaline. The standards used had the concentration ranges 50–1200 nmol/l...

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