Smart Sensing with Edge Computing in Precision Agriculture for Soil Assessment and Heavy Metal Monitoring: A Review

Insect frass in the development of sustainable agriculture. A review

(2021) Jorge Poveda   Agronomy for Sustainable Development

Greenhouse Gas Emissions Trends and Mitigation Measures in Australian Agriculture Sector—A Review

(2021) Heena Panchasara et al.   Agriculture-Basel

Energy aware edge computing: A survey

(2020) Congfeng Jiang et al.   COMPUTER COMMUNICATIONS

Deriving high-spatiotemporal-resolution leaf area index for agroecosystems in the U.S. Corn Belt using Planet Labs CubeSat and STAIR fusion data

(2020) Hyungsuk Kimm et al.   REMOTE SENSING OF ENVIRONMENT

Laboratory Calibration and Performance Evaluation of Low-Cost Capacitive and Very Low-Cost Resistive Soil Moisture Sensors

(2020) Soham Adla et al.   SENSORS

IoT-Based Smart Irrigation Systems: An Overview on the Recent Trends on Sensors and IoT Systems for Irrigation in Precision Agriculture

(2020) Laura García et al.   SENSORS

Performance of Soil Moisture Sensors in Florida Sandy Soils

(2020) Rhuanito Soranz Ferrarezi et al.   Water

Performance evaluation of edge-computing platforms for the prediction of low temperatures in agriculture using deep learning

(2020) Miguel A. Guillén et al.   JOURNAL OF SUPERCOMPUTING

An instrumented large soil column to investigate climatic ground interaction

(2020) Rajitha Shehan Udukumburage et al.   International Journal of Physical Modelling in Geotechnics

A dynamic model to evaluate the critical loads of heavy metals in agricultural soil

(2020) Wenli Feng et al.   ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY

Effects of soil particles and convective transport on dispersion and aggregation of nanoplastics via small-angle neutron scattering (SANS) and ultra SANS (USANS)

(2020) Anton F. Astner et al.   PLoS One

Sustainable soil use and management: An interdisciplinary and systematic approach

(2020) Deyi Hou et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Cosmic‐ray neutron soil moisture estimation using physically‐based site‐specific conversion functions

(2020) Mie Andreasen et al.   WATER RESOURCES RESEARCH

Food security outcomes in agricultural systems models: Case examples and priority information needs

(2020) Charles F. Nicholson et al.   AGRICULTURAL SYSTEMS

Soil spectroscopy with the use of chemometrics, machine learning and pre-processing techniques in soil diagnosis: Recent advances–A review

(2020) Issam Barra et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Design and Calibration of a Low-Cost SDI-12 Soil Moisture Sensor

(2019) Juan González-Teruel et al.   SENSORS

Heavy metals in food crops: Health risks, fate, mechanisms, and management

(2019) Prabhat Kumar Rai et al.   ENVIRONMENT INTERNATIONAL

Simultaneous measurement of multiple soil properties through proximal sensor data fusion: A case study

(2019) Wenjun Ji et al.   GEODERMA

Physiological and Metabolic Responses of Rice to Reduced Soil Moisture: Relationship of Water Stress Tolerance and Grain Production

(2019) Jinyoung Y. Barnaby et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

mySense: A comprehensive data management environment to improve precision agriculture practices

(2019) Raul Morais et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Digital soil mapping algorithms and covariates for soil organic carbon mapping and their implications: A review

(2019) Sushil Lamichhane et al.   GEODERMA

Digital Manufacturing Platforms in the Industry 4.0 from Private and Public Perspectives

(2019) Jon Kepa Gerrikagoitia et al.   Applied Sciences-Basel

Precision Agriculture Techniques and Practices: From Considerations to Applications

(2019) Uferah Shafi et al.   SENSORS

A partition computing-based positive matrix factorization (PC-PMF) approach for the source apportionment of agricultural soil heavy metal contents and associated health risks

(2019) Jin Wu et al.   JOURNAL OF HAZARDOUS MATERIALS

Laboratory Calibration and Field Validation of Soil Water Content and Salinity Measurements Using the 5TE Sensor

(2019) Zemni et al.   SENSORS

Mapping an Agricultural Field Experiment by Electromagnetic Induction and Ground Penetrating Radar to Improve Soil Water Content Estimation

(2019) Daniela De Benedetto et al.   Agronomy-Basel

CYBELE – Fostering precision agriculture & livestock farming through secure access to large-scale HPC enabled virtual industrial experimentation environments fostering scalable big data analytics

(2019) Konstantinos Perakis et al.   Computer Networks

Map-Reduce based tipping point scheduler for parallel image processing

(2019) Mohammad Nishat Akhtar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Molecular mechanisms in phytoremediation of environmental contaminants and prospects of engineered transgenic plants/microbes

(2019) Prabhat Kumar Rai et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Assessment of heavy metal and soil organic carbon by portable X-ray fluorescence spectrometry and NixPro™ sensor in landfill soils of India

(2019) Swagata Mukhopadhyay et al.   Geoderma Regional

Concentration, Source, and Potential Human Health Risk of Heavy Metals in the Commonly Consumed Medicinal Plants

(2018) Shadi Kohzadi et al.   BIOLOGICAL TRACE ELEMENT RESEARCH

A survey on routing protocols supported by the Contiki Internet of things operating system

(2018) Yousaf Bin Zikria et al.   Future Generation Computer Systems-The International Journal of eScience

Low-power portable devices for metagenomics analysis: Fog computing makes bioinformatics ready for the Internet of Things

(2018) Ivan Merelli et al.   Future Generation Computer Systems-The International Journal of eScience

Two mulberry phytochelatin synthase genes confer zinc/cadmium tolerance and accumulation in transgenic Arabidopsis and tobacco

(2018) Wei Fan et al.   GENE

ThriftyEdge: Resource-Efficient Edge Computing for Intelligent IoT Applications

(2018) Xu Chen et al.   IEEE NETWORK

A Portable Electrochemical System for the On-Site Detection of Heavy Metals in Farmland Soil Based on Electrochemical Sensors

(2018) Guo Zhao et al.   IEEE SENSORS JOURNAL

Novel arsenic biosensor “POLA” obtained by a genetically modified E. coli bioreporter cell

(2018) L.A. Pola-López et al.   SENSORS AND ACTUATORS B-CHEMICAL

Comparison of Electromagnetic Wave Sensors with Optical and Low-frequency Spectroscopy Methods for Real-time Monitoring of Lead Concentrations in Mine Water

(2018) Ilaria Frau et al.   Mine Water and the Environment

Heavy Metal Stress, Signaling, and Tolerance Due to Plant-Associated Microbes: An Overview

(2018) Shalini Tiwari et al.   Frontiers in Plant Science

Internet of underground things in precision agriculture: Architecture and technology aspects

(2018) Mehmet C. Vuran et al.   Ad Hoc Networks

How far can the uncertainty on a Digital Soil Map be known?: A numerical experiment using pseudo values of clay content obtained from Vis-SWIR hyperspectral imagery

(2018) Philippe Lagacherie et al.   GEODERMA

PSoC-Stat: A single chip open source potentiostat based on a Programmable System on a Chip

(2018) Prattana Lopin et al.   PLoS One

IoT Elements, Layered Architectures and Security Issues: A Comprehensive Survey

(2018) Muhammad Burhan et al.   SENSORS

Building a Low-cost Standalone Electrochemical Instrument Based on a Credit Card-sized Computer

(2018) Toshi NAGATA et al.   ANALYTICAL SCIENCES

A neutron scattering soil moisture measurement system with a linear response

(2018) S. Balaghi et al.   APPLIED RADIATION AND ISOTOPES

Smart farming IoT platform based on edge and cloud computing

(2018) Miguel A. Zamora-Izquierdo et al.   BIOSYSTEMS ENGINEERING

Combining Edge and Cloud computing for low-power, cost-effective metagenomics analysis

(2018) Daniele D’Agostino et al.   Future Generation Computer Systems-The International Journal of eScience

Estimating lead and zinc concentrations in peri-urban agricultural soils through reflectance spectroscopy: Effects of fractional-order derivative and random forest

(2018) Yongsheng Hong et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Sources, distribution, bioavailability, toxicity, and risk assessment of heavy metal(loid)s in complementary medicines

(2017) Shiv Bolan et al.   ENVIRONMENT INTERNATIONAL

Visible near infrared reflectance spectroscopy prediction of soil heavy metal concentrations in paper mill biosolid- and liming by-product-amended agricultural soils

(2017) Mervin St. Luce et al.   GEODERMA

In Situ Evaluation of Crop Productivity and Bioaccumulation of Heavy Metals in Paddy Soils after Remediation of Metal-Contaminated Soils

(2017) Shin Woong Kim et al.   JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY

Excessive uptake of heavy metals by greenhouse vegetables

(2017) Fei-li Li et al.   JOURNAL OF GEOCHEMICAL EXPLORATION

Foliar heavy metal uptake, toxicity and detoxification in plants: A comparison of foliar and root metal uptake

(2017) Muhammad Shahid et al.   JOURNAL OF HAZARDOUS MATERIALS

Evaluating a sensor setup with respect to near-surface soil water monitoring and determination of in-situ water retention functions

(2017) R. Nolz et al.   JOURNAL OF HYDROLOGY

Ground penetrating radar (GPR) detects fine roots of agricultural crops in the field

(2017) Xiuwei Liu et al.   PLANT AND SOIL

Energy-Efficient Wireless Sensor Networks for Precision Agriculture: A Review

(2017) Haider Jawad et al.   SENSORS

The Impact of Wireless Sensor Network in the Field of Precision Agriculture: A Review

(2017) Subramania Ananda Kumar et al.   WIRELESS PERSONAL COMMUNICATIONS

Application of portable XRF and VNIR sensors for rapid assessment of soil heavy metal pollution

(2017) Bifeng Hu et al.   PLoS One

Crop yield response to climate change varies with crop spatial distribution pattern

(2017) Guoyong Leng et al.   Scientific Reports

Mercury pollution in vegetables, grains and soils from areas surrounding coal-fired power plants

(2017) Rui Li et al.   Scientific Reports

A new optoelectronic sensor for monitoring fruit or stem radial growth

(2016) Martin Thalheimer   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Impacts of particulate matter pollution on plants: Implications for environmental biomonitoring

(2016) Prabhat Kumar Rai   ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY

Integration of Cloud computing and Internet of Things: A survey

(2016) Alessio Botta et al.   Future Generation Computer Systems-The International Journal of eScience

A Low Cost Compact Measurement System Constructed Using a Smart Electrochemical Sensor for the Real-Time Discrimination of Fruit Ripening

(2016) Liuzheng Ma et al.   SENSORS

A Testbed to Evaluate the FIWARE-Based IoT Platform in the Domain of Precision Agriculture

(2016) Ramón Martínez et al.   SENSORS

Developing Ubiquitous Sensor Network Platform Using Internet of Things: Application in Precision Agriculture

(2016) Francisco Ferrández-Pastor et al.   SENSORS

Compost as a Soil Amendment to Remediate Heavy Metal-Contaminated Agricultural Soil: Mechanisms, Efficacy, Problems, and Strategies

(2016) Mei Huang et al.   WATER AIR AND SOIL POLLUTION

An Open and Modular Hardware Node for Wireless Sensor and Body Area Networks

(2016) L. Ciabattoni et al.   Journal of Sensors

Design and Implementation of an Intelligent Environmental-Control System: Perception, Network, and Application with Fused Data Collected from Multiple Sensors in a Greenhouse at Jiangsu, China

(2016) Jun Liu   International Journal of Distributed Sensor Networks

Accumulation status, sources and phytoavailability of metals in greenhouse vegetable production systems in Beijing, China

(2015) Li Xu et al.   ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY

Transfer of heavy metals through terrestrial food webs: a review

(2015) Jillian E. Gall et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

In Situ Measurements of Organic Carbon in Soil Profiles Using vis-NIR Spectroscopy on the Qinghai–Tibet Plateau

(2015) Shuo Li et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Potential of integrated field spectroscopy and spatial analysis for enhanced assessment of soil contamination: A prospective review

(2015) A. Horta et al.   GEODERMA

Synthesized use of VisNIR DRS and PXRF for soil characterization: Total carbon and total nitrogen

(2015) Dandan Wang et al.   GEODERMA

DREAM: Dynamic Resource and Task Allocation for Energy Minimization in Mobile Cloud Systems

(2015) Jeongho Kwak et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Implementation and Evaluation of Four Interoperable Open Standards for the Internet of Things

(2015) Mohammad Jazayeri et al.   SENSORS

A Reconfigurable Smart Sensor Interface for Industrial WSN in IoT Environment

(2014) Qingping Chi et al.   IEEE Transactions on Industrial Informatics

Communication performances of IEEE 802.15.4 wireless sensor motes for data-intensive applications: A comparison of WaspMote, Arduino MEGA, TelosB, MicaZ and iMote2 for image surveillance

(2014) Congduc Pham   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Universal mobile electrochemical detector designed for use in resource-limited applications

(2014) A. Nemiroski et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Development of a national VNIR soil-spectral library for soil classification and prediction of organic matter concentrations

(2014) Zhou Shi et al.   Science China-Earth Sciences

Metal Concentrations in Plants from Mining Areas in South Morocco: Health Risks Assessment of Consumption of Edible and Aromatic Plants

(2013) Ouafae El Hamiani et al.   CLEAN-Soil Air Water

A cloud-based Farm Management System: Architecture and implementation

(2013) Alexandros Kaloxylos et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Internet of Things (IoT): A vision, architectural elements, and future directions

(2013) Jayavardhana Gubbi et al.   Future Generation Computer Systems-The International Journal of eScience

Biological Indices for Soil Quality Evaluation: Perspectives and Limitations

(2013) Jorge Paz-Ferreiro et al.   LAND DEGRADATION & DEVELOPMENT

Field-Specific Calibration and Evaluation of ECHO EC-5 Sensor for Sandy Soils

(2013) Bo Wu et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

Application of principal component analysis in the pollution assessment with heavy metals of vegetable food chain in the old mining areas

(2012) Iosif Gergen et al.   Chemistry Central Journal

Analysis of Heavy Metal Sources for Vegetable Soils from Shandong Province, China

(2011) Ping LIU et al.   Agricultural Sciences in China

A review of wireless sensors and networks' applications in agriculture

(2011) Aqeel-ur-Rehman et al.   COMPUTER STANDARDS & INTERFACES

An eco-sustainable green approach for heavy metals management: two case studies of developing industrial region

(2011) Prabhat Kumar Rai   ENVIRONMENTAL MONITORING AND ASSESSMENT

Heavy metal contamination and risk assessment in water, paddy soil, and rice around an electroplating plant

(2011) Jie Liu et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Inventory of heavy metal content in organic waste applied as fertilizer in agriculture: evaluating the risk of transfer into the food chain

(2011) Carla Lopes et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

A survey on facilities for experimental internet of things research

(2011) Alexander Gluhak et al.   IEEE COMMUNICATIONS MAGAZINE

Multivariate statistical and GIS-based approach to evaluate heavy metals behavior in mine sites for future reclamation

(2011) J.A. Acosta et al.   JOURNAL OF GEOCHEMICAL EXPLORATION

Soil and vegetables enrichment with heavy metals from geological sources in Gilgit, northern Pakistan

(2010) Sardar Khan et al.   ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY

Heavy metals, occurrence and toxicity for plants: a review

(2010) P. C. Nagajyoti et al.   Environmental Chemistry Letters

Providing OS Support for Wireless Sensor Networks: Challenges and Approaches

(2010) Wei Dong et al.   IEEE Communications Surveys and Tutorials

From today's INTRAnet of things to a future INTERnet of things: a wireless- and mobility-related view

(2010) Michele Zorzi et al.   IEEE WIRELESS COMMUNICATIONS

Heavy Metal Phytoremediation from Aquatic Ecosystems with Special Reference to Macrophytes

(2009) Prabhat Kumar Rai   CRITICAL REVIEWS IN ENVIRONMENTAL SCIENCE AND TECHNOLOGY

Uptake of Hydrophilic Solutes Through Plant Leaves: Current State of Knowledge and Perspectives of Foliar Fertilization

(2009) V. Fernández et al.   CRITICAL REVIEWS IN PLANT SCIENCES

Assessment of effects of heavy metals combined pollution on soil enzyme activities and microbial community structure: modified ecological dose–response model and PCR-RAPD

(2009) Yang Gao et al.   Environmental Earth Sciences

The Impact of Temperature on Outdoor Industrial Sensornet Applications

(2009) Carlo Alberto Boano et al.   IEEE Transactions on Industrial Informatics

Soil Microbial Communities and Restoration Ecology: Facilitators or Followers?

(2009) J. Harris   SCIENCE

Heavy metal contamination in the vicinity of an industrial area near Bucharest

(2008) Teodor Velea et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Heavy metal accumulation in vegetables irrigated with water from different sources

(2008) Monu Arora et al.   FOOD CHEMISTRY

Heavy metal contamination and source in arid agricultural soil in central Gansu Province, China

(2008) Yu LI et al.   JOURNAL OF ENVIRONMENTAL SCIENCES