Precision Agriculture - Comparison and Evaluation of Innovative Very High Resolution (UAV) and LandSat Data

نویسندگان

  • Antonis Kavvadias
  • Emmanouil Psomiadis
  • Maroulio Chanioti
  • Eleni Gala
  • Spyros Michas
چکیده

The Precision Agriculture primarily involves the use of geospatial technology to map the spatial changes in plant and soil conditions of crops and their correlation with agricultural inputs such as water, fertilizer, etc., at a spatial basis. For the present study, the UAV eBee of SenseFly SA was used, in order to demonstrate the utility and effectiveness of these new airborne instruments in the observation of crops. Also, the corresponding free data of the satellite Landsat-8 was used for the comparison. As study area the crop fields of the Agricultural University of Athens in Aliartos, Viotia were chosen. The NDVI (Normalized Difference Vegetation Index) given from the UAV and the Satellite was calculated separately by two different Softwares. A comparison and evaluation of the indicators of the two Remote Sensing means carried out, in order to examine the effectiveness of the data received from the UAV camera.

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

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Comparison of Machine Learning Algorithms for Broad Leaf Species Classification Using UAV-RGB Images

Abstract: Knowing the tree species combination of forests provides valuable information for studying the forest’s economic value, fire risk assessment, biodiversity monitoring, and wildlife habitat improvement. Fieldwork is often time-consuming and labor-required, free satellite data are available in coarse resolution and the use of manned aircraft is relatively costly. Recently, unmanned aeria...

متن کامل

Spatial Scale Gap Filling Using an Unmanned Aerial System: A Statistical Downscaling Method for Applications in Precision Agriculture

Applications of satellite-borne observations in precision agriculture (PA) are often limited due to the coarse spatial resolution of satellite imagery. This paper uses high-resolution airborne observations to increase the spatial resolution of satellite data for related applications in PA. A new variational downscaling scheme is presented that uses coincident aerial imagery products from "Aggie...

متن کامل

Evaluating Multispectral Images and Vegetation Indices for Precision Farming Applications from UAV Images

Unmanned Aerial Vehicles (UAV)-based remote sensing offers great possibilities to acquire in a fast and easy way field data for precision agriculture applications. This field of study is rapidly increasing due to the benefits and advantages for farm resources management, particularly for studying crop health. This paper reports some experiences related to the analysis of cultivations (vineyards...

متن کامل

Subpixel Inundation Mapping Using Landsat-8 OLI and UAV Data for a Wetland Region on the Zoige Plateau, China

Wetland inundation is crucial to the survival and prosperity of fauna and flora communities in wetland ecosystems. Even small changes in surface inundation may result in a substantial impact on the wetland ecosystem characteristics and function. This study presented a novel method for wetland inundation mapping at a subpixel scale in a typical wetland region on the Zoige Plateau, northeast Tibe...

متن کامل

Mapping soil salinity using Landsat 8 images for land evaluation: A Case Study of Saveh

Introduction: As a valuable asset that play a key role in the environment, natural resources, and the production of agricultural products, soil provided an appropriate ground for plant growth and vegetation development. Therefore, any disregard to the preservation of such a valuable capital may result in food shortages, soil erosion, and degradation of natural resources. From among different i...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2015