Novel Curve Fitting Analysis of NDVI Data to Describe Turf Fertilizer Response

نویسندگان

چکیده

Evaluating the effectiveness of fertilizers on crops without traditional yield is difficult, as clipping collection time-consuming and not indicative desired response to fertilizer. Remote sensing techniques, like normalized difference vegetation index (NDVI), have emerged an effective tool combat these issues. Canopy reflectance, measured by NDVI, commonly used differentiate turfgrass nitrogen (N) fertilization treatments; however, advancements in data processing are needed for greater differentiation between treatments better testing effects fertilizer responses. Presented here advancement NDVI applying a compound exponential (pulse peak) function changes over time, relative control. This method’s differentiating was evaluated polymer-coated urea (PCU), enhanced efficiency (EEF), show usefulness novel curve fitting highlighting differences response. The field study carried out established Kentucky bluegrass (Poa pratensis L.) blend sandy loam soil rootzone maintained with typical home lawn maintenance regime. Ratios PCU ranging from 100% increments 20% were observe continuum two types. N rate all blends 73 kg ha−1, unfertilized plots control set baseline measurements fitting. Turfgrass assessed through visual quality ratings, dry matter yield, canopy where higher content resulted shortest time maximum ∆NDVI (24 days), while EEF reached at 56 days. analysis allowed treatments, provided measure effects, differentiated fertilizers.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Comparison of Different Lactation Curve Models to Describe Lactation Curve in Moroccan Holstein-Friesian Dairy Cows

In this study, the incomplete gamma function, an exponential function, a mixed-log function and a polynomial function were evaluated to describe the lactation curve in Moroccan Holstein-Friesian dairy cows. Data from 1990 to 1999, comprising 77130 monthly milk yields of 6029 dairy cows in 280 dairy herds, were used. Edits were carried out by considering the lactation length (5 d and

متن کامل

Discrete Polynomial Curve Fitting to Noisy Data

A discrete polynomial curve is defined as a set of points lying between two polynomial curves. This paper deals with the problem of fitting a discrete polynomial curve to given integer points in the presence of outliers. We formulate the problem as a discrete optimization problem in which the number of points included in the discrete polynomial curve, i.e., the number of inliers, is maximized. ...

متن کامل

Optimal Curve Fitting to Digital Data

An optimal curve fitting technique has been developed which is meant to automatically provide a fit to any ordered digital data in plane. A more flexible class of rational cubic functions is the basis of this technique. This class of functions involves two control parameters, which help to produce optimal curve fit. The curve technique has used various ideas for curve design. These ideas includ...

متن کامل

A curve fitting procedure to derive inter-annual phenologies from time series of noisy satellite NDVI data

Annual, inter-annual and long-term trends in time series derived from remote sensing can be used to distinguish between natural land cover variability and land cover change. However, the utility of using NDVI-derived phenology to detect change is often limited by poor quality data resulting from atmospheric and other effects. Here, we present a curve fitting methodology useful for time series o...

متن کامل

Fertilizer Solution Use in Turf Maintenance

In s e m e r e s p e c t s the use o f f e r t i l i z e r s o l u t i o n s c a n b e r e g a r d e d a s a r ecen t In n o v a t i o n , e s p e c i a l l y on g o l f c ou r s e s , h o w e v e r the p r a c t i c e of u s i n g f e r t i l i z e r s o l u t ions is not a n e w one. O u r a n c e s t o r s u sed f e r t i l i z e r s o lu t i ons y e a r s a g o in a p p l y i n g l iquid m ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Agriculture

سال: 2023

ISSN: ['2077-0472']

DOI: https://doi.org/10.3390/agriculture13081532