Dynamics of soil surface temperature with unmanned aerial systems

Basurto-Lozada, Daniela; Hillier, Adeline; Medina, D.I. Tellez; Pulido, Dagoberto; Karaman, Sertaç; Salas, Joaquín

doi:10.1016/j.patrec.2020.07.003

Cited by 8 publications

(4 citation statements)

References 24 publications

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“…Satellite remote sensing has been developed for thermal applications, but data calibration and validation remain complex and costly ( Frodella et al., 2020 ). Indeed, there are still limitations concerning image resolution because satellite measurements still have limited spatial and temporal resolution ( Basurto-Lozada et al., 2020 ), when considering their practical aplication to field crops. A typical vineyard canopy architecture and row disposition, characterizes by a large amount of bare soil/cover crop separating rows of trellised vines, which demands higher imaging spatial resolution (of one meter or less) for high robustness ( Basurto-Lozada et al., 2020 ).…”

Section: Soil Temperature Measurementsmentioning

confidence: 99%

“…Indeed, there are still limitations concerning image resolution because satellite measurements still have limited spatial and temporal resolution ( Basurto-Lozada et al., 2020 ), when considering their practical aplication to field crops. A typical vineyard canopy architecture and row disposition, characterizes by a large amount of bare soil/cover crop separating rows of trellised vines, which demands higher imaging spatial resolution (of one meter or less) for high robustness ( Basurto-Lozada et al., 2020 ). Nevertheless, a combination of ground-based in-situ measurements with aerial and satellite imaging may be a solution to monitor ST more effectively ( Xu et al., 2020 ).…”

Section: Soil Temperature Measurementsmentioning

confidence: 99%

“…Nevertheless, a combination of ground-based in-situ measurements with aerial and satellite imaging may be a solution to monitor ST more effectively ( Xu et al., 2020 ). The same applies to methodological approaches based on the fusion of information retrieved from thermal and multispectral sensors to generate estimates of ST by using computational intelligence models ( Basurto-Lozada et al., 2020 ).…”

Section: Soil Temperature Measurementsmentioning

confidence: 99%

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The role of soil temperature in mediterranean vineyards in a climate change context

et al. 2023

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The wine sector faces important challenges related to sustainability issues and the impact of climate change. More frequent extreme climate conditions (high temperatures coupled with severe drought periods) have become a matter of concern for the wine sector of typically dry and warm regions, such as the Mediterranean European countries. Soil is a natural resource crucial to sustaining the equilibrium of ecosystems, economic growth and people’s prosperity worldwide. In viticulture, soils have a great influence on crop performance (growth, yield and berry composition) and wine quality, as the soil is a central component of the terroir. Soil temperature (ST) affects multiple physical, chemical and biological processes occurring in the soil as well as in plants growing on it. Moreover, the impact of ST is stronger in row crops such as grapevine, since it favors soil exposition to radiation and favors evapotranspiration. The role of ST on crop performance remains poorly described, especially under more extreme climatic conditions. Therefore, a better understanding of the impact of ST in vineyards (vine plants, weeds, microbiota) can help to better manage and predict vineyards’ performance, plant-soil relations and soil microbiome under more extreme climate conditions. In addition, soil and plant thermal data can be integrated into Decision Support Systems (DSS) to support vineyard management. In this paper, the role of ST in Mediterranean vineyards is reviewed namely in terms of its effect on vines’ ecophysiological and agronomical performance and its relation with soil properties and soil management strategies. The potential use of imaging approaches, e.g. thermography, is discussed as an alternative or complementary tool to assess ST and vertical canopy temperature profiles/gradients in vineyards. Soil management strategies to mitigate the negative impact of climate change, optimize ST variation and crop thermal microclimate (leaf and berry) are proposed and discussed, with emphasis on Mediterranean systems.

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Section: Soil Temperature Measurementsmentioning

confidence: 99%

Section: Soil Temperature Measurementsmentioning

confidence: 99%

Section: Soil Temperature Measurementsmentioning

confidence: 99%

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The role of soil temperature in mediterranean vineyards in a climate change context

et al. 2023

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“…To regulate flow, manage water that is diverted, provide short-term storage, and meet farm demand, irrigation districts often include small to medium-sized reservoirs. [25][26][27]. Some on-farm systems use tanks for storage and flows from multiple wells.…”

Section: Irrigation System Performance Efficiencymentioning

confidence: 99%

FPGA-Embedded Smart Monitoring System for Irrigation Decisions Based on Soil Moisture and Temperature Sensors

et al. 2021

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The basic need common to all living beings is water. Less than 1% of the water on earth is fresh water and water use is increasing daily. Agricultural practices alone require huge amounts of water. The drip technique improved the efficiency of water use in irrigation and initiated the introduction and development of fertigation, the integrated distribution of water and fertilizer. The past few decades have seen extensive research being carried out in the area of development and evaluation of different technologies available to estimate/measure soil moisture to aid in various applications and to facilitate the use of drip irrigation for users and farmers. In this technology, plant moisture and temperature are accurately monitored and controlled in real time over roots in the form of droplets, by developing smart monitoring system to save water and avoid water waste using drip irrigation technology. Water is delivered to the roots drop by drop, which saves water as well as prevents plants from being flooded and decaying due to excess water released by irrigation methods such as flood irrigation, border irrigation, furrow irrigation, and control basin irrigation. Drip irrigation with an embedded intelligent monitoring system is one of the most valuable techniques used to save water and farmers’ time and energy. In this paper, we design an embedded monitoring system based in the integrated 65 nm CMOS technology in agricultural practices which would facilitate agriculture and enable farmers to monitor crops. Hence, to demonstrate the feasibility, a prototype was constructed and simulated with modelsim and validated with nclaunch the both tools from Cadence, as well as implementation on the FPGA board, was be performed.

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Modelling daily soil temperature by hydro-meteorological data at different depths using a novel data-intelligence model: deep echo state network model

et al. 2020

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Dynamics of soil surface temperature with unmanned aerial systems

Cited by 8 publications

References 24 publications

The role of soil temperature in mediterranean vineyards in a climate change context

The role of soil temperature in mediterranean vineyards in a climate change context

FPGA-Embedded Smart Monitoring System for Irrigation Decisions Based on Soil Moisture and Temperature Sensors

Modelling daily soil temperature by hydro-meteorological data at different depths using a novel data-intelligence model: deep echo state network model

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