Soil sensors and plant wearables for smart and precision agriculture

H Yin, Y Cao, B Marelli, X Zeng, AJ Mason… - Advanced …, 2021 - Wiley Online Library
Soil sensors and plant wearables play a critical role in smart and precision agriculture via
monitoring real‐time physical and chemical signals in the soil, such as temperature …

[HTML][HTML] Modelling the smart farm

MJ O'Grady, GMP O'Hare - Information processing in agriculture, 2017 - Elsevier
Smart farming envisages the harnessing of Information and Communication Technologies
as an enabler of more efficient, productive, and profitable farming enterprises. Such …

Applicability of wireless sensor networks in precision agriculture: A review

D Thakur, Y Kumar, A Kumar, PK Singh - Wireless Personal …, 2019 - Springer
Presently, wireless sensor network (WSN) plays important role in engineering, science,
agriculture and many other field like surveillance, military applications, smart cars etc …

From laboratory to proximal sensing spectroscopy for soil organic carbon estimation—A review

T Angelopoulou, A Balafoutis, G Zalidis, D Bochtis - Sustainability, 2020 - mdpi.com
Rapid and cost-effective soil properties estimations are considered imperative for the
monitoring and recording of agricultural soil condition for the implementation of site-specific …

[HTML][HTML] Integrating additional spectroscopically inferred soil data improves the accuracy of digital soil mapping

S Chen, NPA Saby, MP Martin, BG Barthes, C Gomez… - Geoderma, 2023 - Elsevier
Digital soil mapping has been increasingly advocated as an efficient approach to deliver fine-
resolution and up-to-date soil information in evaluating soil ecosystem services. Considering …

Improving the generalization error and transparency of regression models to estimate soil organic carbon using soil reflectance data

EP dos Santos, MC Moreira, EI Fernandes-Filho… - Ecological …, 2023 - Elsevier
Despite the success of using soil spectroscopy in studies to predict soil attributes, like soil
organic carbon (SOC), recent work has revealed several limitations to this approach: a …

Smart irrigation and intrusions detection in agricultural fields using IoT

D Thakur, Y Kumar, S Vijendra - Procedia Computer Science, 2020 - Elsevier
Agriculture plays an important role in the life span of human being not only for their survival
but for the better economic growth of the country too. Precision agriculture is the new …

Spatial distribution dependency of soil organic carbon content to important environmental variables

F Mirchooli, M Kiani-Harchegani, AK Darvishan… - Ecological …, 2020 - Elsevier
Soil organic carbon (SOC) has a vital role in the physical, chemical and biological behavior
of the soil, and therefore prediction of the amount and mapping spatial distribution of SOC is …

Prediction of soil organic matter by VIS–NIR spectroscopy using normalized soil moisture index as a proxy of soil moisture

Y Hong, L Yu, Y Chen, Y Liu, Y Liu, Y Liu, H Cheng - Remote sensing, 2017 - mdpi.com
Soil organic matter (SOM) is an important parameter of soil fertility, and visible and near-
infrared (VIS–NIR) spectroscopy combined with multivariate modeling techniques have …

UAS-based soil carbon mapping using VIS-NIR (480–1000 nm) multi-spectral imaging: Potential and limitations

E Aldana-Jague, G Heckrath, A Macdonald… - Geoderma, 2016 - Elsevier
Traditional methods to assess the soil organic carbon (SOC) content based on soil sampling
and analysis are time consuming and expensive, and the results are influenced by the …