Title :
Estimating Vegetation Water Content with Wireless Sensor Network Communication Signals
Author :
Giacomin, João Carlos ; Vasconcelos, Flávio Henrique ; Silva, Elson José da
Author_Institution :
Univ. Federal de Lavras, Lavras
Abstract :
This paper proposes a distributed measuring system based on wireless sensor networks (WSN) employed to estimate plant water-content in agricultural fields. The WSN is present in a crop field in order to measure environmental variables, like soil moisture. Water-content is obtained by measuring the attenuation of the network communication signal. The need for distributed measurements to estimate agricultural crop parameters is pointed-out and a mathematical model of the radio-wave propagation through the vegetation is developed. This model is used to estimate plant water-content. Experimental results are also presented.
Keywords :
agriculture; crops; moisture measurement; wireless sensor networks; agricultural crop; agricultural fields; crop field; distributed measuring system; network communication signal; radio-wave propagation; soil moisture; vegetation water content estimation; wireless sensor network communication signals; Attenuation measurement; Crops; Mathematical model; Moisture measurement; Parameter estimation; Plants (biology); Soil measurements; Soil moisture; Vegetation; Wireless sensor networks; distributed measurement; precision agriculture; radio wave attenuation; wireless sensor network;
Conference_Titel :
Instrumentation and Measurement Technology Conference Proceedings, 2007. IMTC 2007. IEEE
Conference_Location :
Warsaw
Print_ISBN :
1-4244-0588-2
DOI :
10.1109/IMTC.2007.379418