A Survey on Wireless Sensor Networks and Instrumentation Techniques for Smart Agriculture

Madhumathi, R; Arumuganathan, T.; Shruthi, R.

doi:10.1007/978-981-16-1866-6_33

Cited by 4 publications

(1 citation statement)

References 23 publications

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“…In this regard, there are numerous publications related to data-capture mechanisms in the field and the use of platforms for their management and visualization [10][11][12][13][14][15]. In a complementary way, important efforts are being made to create common data spaces in the agricultural field [16][17][18][19][20][21][22], which try to overcome the existing barriers regarding the global management of data.…”

Section: Introductionmentioning

confidence: 99%

Methodology for the Automatic Inventory of Olive Groves at the Plot and Polygon Level

2022

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The aim of this study was to develop and validate a methodology to carry out olive grove inventories based on open data sources and automatic photogrammetric and satellite image analysis techniques. To do so, tools and protocols have been developed that have made it possible to automate the capture of images of different characteristics and origins, enable the use of open data sources, as well as integrating and metadating them. They can then be used for the development and validation of algorithms that allow for improving the characterization of olive grove surfaces at the plot and cadastral polygon scales. With the proposed system, an inventory of the Andalusian olive grove has been automatically carried out at the level of cadastral polygons and provinces, which has accounted for a total of 1,519,438 hectares and 171,980,593 olive trees. These data have been contrasted with various official statistical sources, thus ensuring their reliability and even identifying some inconsistencies or errors of some sources. Likewise, the capacity of the Sentinel 2 satellite images to estimate the FCC at the cadastral polygon, parcel and 10 × 10 m pixel level has been demonstrated and quantified, as well as the opportunity to carry out inventories with temporal resolutions of approximately up to 5 days.

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