Research Explorer

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Researcher

Abdul Mouazen

Publications & Research Data

Awards & Distinctions

258 Results

2026

A dataset-based statistical comparison of gamma-ray and visible-near-infrared sensors for soil texture prediction with ensemble learning

Jiang LiuMuhammad Abdul MunnafStefan PätzoldAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Comparative analysis of map-based site-specific mouldboard ploughing in silage maize cultivation

Yongjing WangAjit BorundiaAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Direct standardization transforms micro-NIR data for organic carbon and clay contents prediction in fresh soils

Jiang LiuMuhammad Abdul MunnafAbdul Mouazen

A1 Journal Article in PEDOSPHERE

Domain-Invariant autoencoders and subset selection for Site-Specific clay prediction with small scale local data

Yongjing WangAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Impacts of carbon-rich amendments and bio-stimulants in subsoil on fodder maize productivity

Dewen QiaoAjit BorundiaCristina CruzAbdul Mouazen

A1 Journal Article in FIELD CROPS RESEARCH

Improving accuracy and transferability of soil total nitrogen estimation model by integrating visible near-infrared spectroscopy and environmental covariates in cotton fields of the Tarim River Basin, China

Zhibo CuiBifeng HuSongchao ChenYongsheng HongNan WangJie PengAbdul MouazenZhou Shi

A1 Journal Article in INDUSTRIAL CROPS AND PRODUCTS

Integrating bi-dynamic strategy and multivariate deep learning algorithms to predict high-accuracy, long-term cropland soil organic matter

Yilin BaoXiangtian MengXingnan LiuXue WangZhengchao QiuHuanjun LiuMingchang WangAbdul Mouazen

A1 Journal Article in INTERNATIONAL SOIL AND WATER CONSERVATION RESEARCH

Integrating soil spectral libraries with laboratory hyperspectral imaging for profile organic carbon prediction in paddy soils

Shuo LiYuwei ZhouAbdul MouazenSongchao ChenRaphael A. Viscarra RosselAsim BiswasWenjun JiZhou ShiShanqin Wang

A1 Journal Article in SOIL & TILLAGE RESEARCH

Synergistic effects of subsoil vertical drilling and fodder maize on soil physical properties and fodder beet yield

Muhammad AliMuhammad QaswarAjit BorundiaAbdul Mouazen

A1 Journal Article in EUROPEAN JOURNAL OF AGRONOMY

2025

A multi-sensor platform for on-line soil mapping and N precision management

Rukayat OladipupoAbdul MouazenAjit Borundia

A novel S-section control hose–reel machine for variable rate fertigation

Yücel TekinSelçuk ArslanBere Benjamin BantchinaYahya UlusoyKemal Sulhi GündoğduAlexander SteigerRalf BillGörres GrenzdörfferMuhammad QaswarDanyal Bustan et al.

A1 Journal Article in IRRIGATION AND DRAINAGE

A two-stage algorithm for regional-scale SOC prediction : eliminating the spatial scale effect between multi-source remote sensing data

Yilin BaoXiangtian MengHuanjun LiuMingchang WangXinle ZhangAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Adjusting the main cropping types in mollisol regions could improve the net primary productivity of low-producing areas by 20%–30% under future climate change

Yilin BaoXiangtian MengHuanjun LiuMingchang WangFengmei YaoAbdul Mouazen

A1 Journal Article in EARTHS FUTURE

Assessing benefits of two sensing approaches for variable rate nitrogen fertilization in wheat

Rukayat OladipupoAjit BorundiaAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

Comparing the handheld Stenon FarmLab soil sensor with a Vis-NIR multi-sensor soil sensing platform

Alexander SteigerMuhammad QaswarRalf BillAbdul MouazenGörres Grenzdörffer

A2 Journal Article in SMART AGRICULTURAL TECHNOLOGY

Cost-benefit evaluation of preventive site-specific fungicide spraying for fusarium head blight in wheat

Mhd Baraa AlmoujahedEnrique Apolo ApoloAntonios MorellosXanthoula-Eirini PantaziMarius KazlauskasZita KriaučiūnienėEgidijus ŠarauskisAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Data fusion of visible near-infrared and mid-infrared spectroscopy combined with feature selection and machine learning for rapid discrimination of fusarium head blight infection in wheat kernel and flour

Mhd Baraa AlmoujahedRebecca L. WhettonAbdul Mouazen

A1 Journal Article in INFRARED PHYSICS & TECHNOLOGY

Data fusion of visible-near-infrared and mid-infrared spectra for predicting key soil properties across different soil layers

Dewen QiaoMuhammad AliAbdul Mouazen

A2 Journal Article in ACS AGRICULTURAL SCIENCE & TECHNOLOGY

Deoxynivalenol prediction and spatial mapping in wheat based on online hyperspectral imagery scanning

Mhd Baraa AlmoujahedEnrique Apolo ApoloMohammad AlhusseinMarius KazlauskasZita KriaučiūnienėEgidijus ŠarauskisAbdul Mouazen

A2 Journal Article in SMART AGRICULTURAL TECHNOLOGY

Economic and environmental benefits of precision nitrogen management in cereal crops using a novel on-line electrochemical soil nitrate sensor

Rukayat OladipupoAjit BorundiaAbdul Mouazen

A1 Journal Article in EUROPEAN JOURNAL OF AGRONOMY

Environmental life cycle assessment of precision nitrogen fertilization in multiple field crops

Muhammad Abdul MunnafXun LiaoPaula SanginesMaria CaleraAngela Patricia Guerrero CastilloAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

Evaluating the economic and environmental effects of variable depth subsoiling in silage maize

Yongjing WangAjit BorundiaAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

Field-based hyperspectral imaging for detection and spatial mapping of fusarium head blight in wheat

Mhd Baraa AlmoujahedEnrique Apolo ApoloRebecca WhettonMarius KazlauskasZita KriauciunieneEgidijus SarauskisAbdul Mouazen

A1 Journal Article in EUROPEAN JOURNAL OF AGRONOMY

Forecasting of Fusarium head blight spatial distribution in winter wheat using machine learning

Antonios MorellosXanthoula Eirini PantaziMhd Baraa AlmoujahedZita KriaučiūnienėMarius KazlauskasEgidijus ŠarauskisAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

GloSIS : the Global Soil Information System web ontology

Raul PalmaBogusz JaniakLuis M. de SousaKathi SchleidtTomas ReznikFenny van EgmondJohan LeenaarsDimitrios MoshouAbdul MouazenPeter Wilson et al.

A1 Journal Article in SEMANTIC WEB

Identification of nutrient deficiency stress for iron, zinc and manganese in baby spinach using computer vision

Maryam NadafzadehAhmad BanakarSaman Abdanan MehdizadehSaeid MinaeiAbdul MouazenGerrit Hoogenboom

A2 Journal Article in SMART AGRICULTURAL TECHNOLOGY

Leveraging moisture elimination and hybrid deep learning models for soil organic carbon mapping with multi-modal remote sensing data

Yilin BaoXiangtian MengWeimin RuanHuanjun LiuMingchang WangAbdul Mouazen

A1 Journal Article in INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

Measurement and simulation of fusarium head blight induced deoxynivalenol contamination in wheat

Mhd Baraa AlmoujahedAbdul MouazenRebecca Whetton

Multi-dimensional evaluation of site-specific tillage using mouldboard ploughing

Yongjing WangAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Optimized automatic prediction of online vis-NIR soil spectra : comparison of three neural network models

Nazerke AmangeldyW. RieglerAbdul Mouazen

Bookchapter in Precision agriculture '25

Optimizing management zone delineation technique for high-dimensional and large-volume datasets in precision agriculture

Jialu SunManuel Vázquez ArellanoYongjing WangAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

Optimizing management zone delineation technique for high-dimensional and large-volume datasets in precision agriculture

Jialu SunManuel Vázquez ArellanoYongjing WangAbdul Mouazen

Bookchapter in Precision agriculture '25

Precision application of combined manure, compost and nitrogen fertilizer in potato cultivation using online vis-NIR and remote sensing data fusion

Muhammad QaswarAbdul Mouazen

A2 Journal Article in SMART AGRICULTURAL TECHNOLOGY

Prediction of Deoxynivalenol contamination in wheat kernels and flour based on visible near-infrared spectroscopy, feature selection and machine learning modelling

Mhd Baraa AlmoujahedEnrique Apolo ApoloMohammad AlhusseinMarius KazlauskasZita KriaučiūnienėEgidijus ŠarauskisAbdul Mouazen

A1 Journal Article in SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Proficiency tests for soil analysis services via proximal sensing

Tiago R. TavaresJosé A.M. DemattêAbdul MouazenEyal Ben-DorAdriano A. AnselmiVictor Monseff de A. CamposBudiman MinasnySérgio H. Godinho SilvaSabine ChabrillatKonstantinos Karyotis et al.

A1 Journal Article in GEODERMA

Short-term effects of vertical hole drilling using a novel semi-autonomous machine on maize yield and soil physical properties in a Cambisol sandy soil

Muhammad AliMuhammad QaswarAjit BorundiaAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Simulating variable fertilizer application ‘rates’ of synthetic and bio-based fertilizers in potato and maize fields to optimize nutrient management and validate environmental sustainability

Nazerke AmangeldyKatharina MeurerUwe FrankoErik BonekeAbdul Mouazen

Site-specific tillage based on proximal soil sensing technologies

Yongjing WangAbdul MouazenAjit Borundia

Spatial prediction of soil microbial enzyme activities using on-the-go Vis–NIR spectroscopy

Muhammad QaswarEiko E. KuramaeAbdul Mouazen

A1 Journal Article in EUROPEAN JOURNAL OF SOIL SCIENCE

Spectroscopic solutions for generating new global soil information

Yi PengEyal Ben-DorAsim BiswasSabine ChabrillatJosé A.M. DemattêYufeng GeAsa GholizadehCecile GomezCesar GuerreroJeffrey Herrick et al.

A2 Journal Article in INNOVATION

Stoichiometry of carbon, nitrogen, and phosphorus in soil : impacts of soil development and land use across the catchment scale

Baowei SuChao GaoHuan ZhangAbdul MouazenShuangshuang ShaoYalu ZhangHe Jiao

A1 Journal Article in CATENA

Variable rate fungicide application for fusarium head blight management in wheat fields

Mhd Baraa AlmoujahedEnrique Apolo ApoloAntonios MorellosE. PantaziM. KazlauskasZ. KriaučiūnienėE. ŠarauskisAbdul Mouazen

Bookchapter in Precision agriculture '25

2024

A fine digital soil mapping by integrating remote sensing-based process model and deep learning method in Northeast China

Yilin BaoFengmei YaoXiangtian MengJingwen WangHuanjun LiuYihao WangQi LiuJiahua ZhangAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

A hybrid LSTM approach for irrigation scheduling in maize crop

Konstantinos DolaptsisXanthoula Eirini PantaziCharalampos ParaskevasSelcuk ArslanYucel TekinBere Benjamin BantchinaYahya UlusoyKemal Sulhi GuendogduMuhammad QaswarDanyal Bustan et al.

A1 Journal Article in AGRICULTURE-BASEL

A novel on-line dual sensing system for soil property measurement and mapping

Rukayat OladipupoMuhammad Abdul MunnafParsat SangantaAjit BorundiaAbdul Mouazen

A2 Journal Article in SMART AGRICULTURAL TECHNOLOGY

Advancing precision fertilization through sensing and modeling of soil nitrogen mineralization rate

Farida Yasmin RumaAbdul MouazenStefaan De Neve

Corn yield prediction in site-specific management zones using proximal soil sensing, remote sensing, and machine learning approach

Bere Benjamin BantchinaMuhammad QaswarSelçuk ArslanYahya UlusoyKemal Sulhi GündoğduYücel TekinAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Economic and environmental assessment of variable rate nitrogen application in potato by fusion of online visible and near infrared (Vis-NIR) and remote sensing data

Muhammad QaswarDanyal BustanAbdul Mouazen

A2 Journal Article in SOIL SYSTEMS

Evolution and prediction of rural ecological environment quality in eastern coastal area of China

Chao YingYifan LiYuxin ChenJie ZhongShunyi AiPeng TianQiyu HuangLuodan CaoAbdul Mouazen

A1 Journal Article in FRONTIERS IN ENVIRONMENTAL SCIENCE

Farmers’ willingness to adopt precision agricultural technologies to reduce mycotoxin contamination in grain : evidence from grain farmers in Spain and Lithuania

Enoch Owusu-SekyereAssem Abu HatabCarl-Johan LagerkvistManuel Pérez-RuizEgidijus ŠarauskisZita KriaučiūnienėMhd Baraa AlmoujahedEnrique Apolo ApoloAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

Map-sensor-based site-specific manure application in wheat

Jian ZhangAjit BorundiaAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Micro-Near-Infrared (Micro-NIR) sensor for predicting organic carbon and clay contents in agricultural soil

Jiang LiuMuhammad Abdul MunnafAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Non-destructive detection of fusarium head blight in wheat kernels and flour using visible near-infrared and mid-infrared spectroscopy

Mhd Baraa AlmoujahedAravind Krishnaswamy RangarajanRebecca WhettonDamien VinckeDamien EylenboschPhilippe VermeulenAbdul Mouazen

A1 Journal Article in CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

On the parsimony, interpretability and predictive capability of a physically−based model in the optical domain for estimating soil moisture content

Zheyue ZhangYiyun ChenKaixin WuYongsheng HongTiezhu ShiAbdul Mouazen

A1 Journal Article in GEODERMA

Phosphorus-based variable rate manure application in wheat and barley

Jian ZhangSteven SleutelAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

Potential of globally distributed topsoil mid-infrared spectral library for organic carbon estimation

Yongsheng HongJonathan SandermanTomislav HenglSongchao ChenNan WangJie XueZhiqing ZhuoJie PengShuo LiYiyun Chen et al.

A1 Journal Article in CATENA

Robot driven combined site-specific maize seeding and N fertilization : an agro-economic investigation

Muhammad Abdul MunnafYongjing WangAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Soil bacterial succession with different land uses along a millennial chronosequence derived from the Yangtze River flood plain

Baowei SuChao GaoJiachen JiHuan ZhangYalu ZhangAbdul MouazenShuangshuang ShaoHe JiaoShuangwen YiShengfeng Li

A1 Journal Article in SCIENCE OF THE TOTAL ENVIRONMENT

Spatiotemporal modeling of soil water dynamics for site-specific variable rate irrigation in maize

Bere Benjamin BantchinaKemal Sulhi GündoğduSelçuk ArslanYahya UlusoyYücel TekinXanthoula Eirini PantaziKonstantinos DolaptsisCharalampos ParaskevasGeorgios TziotziosMuhammad Qaswar et al.

A2 Journal Article in SOIL SYSTEMS

Spectroscopy-based characterisation of aggregate stability as an indicator of soil erodibility for planning precision soil conservation

Ernest AfriyieAbdul MouazenAnn Verdoodt

Visible and near infrared spectroscopy for predicting soil nitrogen mineralization rate : effect of incubation period and ancillary soil properties

Farida Yasmin RumaMuhammad Abdul MunnafStefaan De NeveAbdul Mouazen

A1 Journal Article in CATENA

Visible-to-near-infrared spectroscopy for prediction of soil nitrogen mineralization after sample stratification by textural homogeneity criteria

Farida Yasmin RumaMuhammad Abdul MunnafStefaan De NeveAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

2023

A novel approach to map-sensor-based site-specific nitrogen fertilisation in winter wheat

Muhammad Abdul MunnafA. G. CastilloAbdul Mouazen

A novel non-integer order Savitzky-Golay derivative function of visible and near-infrared spectra for improving prediction accuracy of phosphorus in pig manure

Jian ZhangAbdul Mouazen

A1 Journal Article in CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

An automated system of soil sensor-based site-specific seeding for silage maize : a proof of concept

Muhammad Abdul MunnafAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

An interlaboratory comparison of mid-infrared spectra acquisition : instruments and procedures matter

José L. SafanelliJonathan SandermanDellena BloomKatherine Todd-BrownLeandro L. ParenteTomislav HenglSean AdamFranck AlbinetEyal Ben-DorClaudia M. Boot et al.

A1 Journal Article in GEODERMA

Delineation and optimization of cotton farmland management zone based on time series of soil-crop properties at landscape scale in south Xinjiang, China

Nan WangDongyun XuJie XueXianglin ZhangYongsheng HongJie PengHongyi LiAbdul MouazenYong HeZhou Shi

A1 Journal Article in SOIL & TILLAGE RESEARCH

Design and manufacturing a microcontroller based measurement device for honey adulteration detection

Saman Abdanan MehdizadehZahra AbdolahzareFatemeh Kazemi KarajiAbdul Mouazen

A1 Journal Article in JOURNAL OF FOOD COMPOSITION AND ANALYSIS

Dynamic modeling of topsoil organic carbon and its scenarios forecast in global Mollisols regions

Yilin BaoFengmei YaoXiangtian MengJiaxin FanJiahua ZhangHuanjun LiuAbdul Mouazen

A1 Journal Article in JOURNAL OF CLEANER PRODUCTION

Finding optimal microorganisms to increase crop productivity and sustainability under drought : a structured reflection

Ana Paula RosaTeresa DiasAbdul MouazenCristina CruzMargarida Maria Santana

A1 Journal Article in JOURNAL OF PLANT INTERACTIONS

First steps in developing a fast, cheap, and reliable method to distinguish wild mushroom and truffle species

Inês FerreiraTeresa DiasJuliana MeloAbdul MouazenCristina Cruz

A2 Journal Article in RESOURCES-BASEL

Fractional-order Savitzky-Golay filter for pre-treatment of on-line vis-NIR spectra to predict phosphorus in soil

Jian ZhangAbdul Mouazen

A1 Journal Article in INFRARED PHYSICS & TECHNOLOGY

Impact of soil electrical conductivity-based site-specific seeding and uniform rate seeding methods on winter wheat yield parameters and economic benefits

Šarauskis EgidijusKazlauskas MariusBručienė IndrėNaujokienė VilmaRomaneckas KęstutisBuragienė SidonaSteponavičius DainiusAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

Improving spectral estimation of soil inorganic carbon in urban and suburban areas by coupling continuous wavelet transform with geographical stratification

Yongsheng HongYiyun ChenSongchao ChenRuili ShenLong GuoYaolin LiuAbdul MouazenZhou Shi

A1 Journal Article in GEODERMA

Management zone-specific N mineralization rate estimation in unamended soil

Farida Yasmin RumaMuhammad Abdul MunnafStefaan De NeveAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

Precision nitrogen fertilization for opium poppy using combined proximal and remote sensor data fusion

Muhammad Abdul MunnafAngela GuerreroMaria CaleraAbdul Mouazen

A1 Journal Article in REMOTE SENSING

Predicting soil organic carbon in cultivated land across geographical and spatial scales : integrating Sentinel-2A and laboratory Vis-NIR spectra

Yilin BaoFengmei YaoXiangtian MengJiahua ZhangHuanjun LiuAbdul Mouazen

A1 Journal Article in ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Site-specific manure application based on proximal sensing technologies

Jian ZhangAbdul MouazenSteven Sleutel

Soil C:N:P stoichiometry succession and land use effect after intensive reclamation : a case study on the Yangtze river floodplain

Baowei SuHuan ZhangYalu ZhangShuangshuang ShaoAbdul MouazenHe JiaoShuangwen YiChao Gao

A1 Journal Article in AGRONOMY-BASEL

Soil sustainability in the anthropocene

Long GuoXiaodong SongAbdul MouazenFu Peng

Editorial material

Spectra transfer based learning for predicting and classifying soil texture with short-ranged Vis-NIRS sensor

Muhammad Abdul MunnafAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Spectral fusion modeling for soil organic carbon by a parallel input-convolutional neural network

Yongsheng HongSongchao ChenBifeng HuNan WangJie XueZhiqing ZhuoYuanyuan YangYiyun ChenJie PengYaolin Liu et al.

A1 Journal Article in GEODERMA

The plant growth-promoting potential of halotolerant bacteria is not phylogenetically determined : evidence from two Bacillus megaterium strains isolated from saline soils used to grow wheat

Sylia Ait BessaiJoana CruzPablo CarrilJuliana MeloMargarida M. SantanaAbdul MouazenCristina CruzAjar Nath YadavTeresa DiasEl-hafid Nabti

A1 Journal Article in MICROORGANISMS

Towards rapid analysis with XRF sensor for assessing soil fertility attributes : effects of dwell time reduction

Tiago Rodrigues TavaresJosé Paulo MolinElton Eduardo Novais AlvesFábio Luiz MelquiadesHudson Wallace Pereira de CarvalhoAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Towards the implementation of ISFET sensors for in-situ and real-time chemical analyses in soils : a practical review

George Washington Archbold TaylorCarlos ParraHenry CarrilloAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Using science and technology to unveil the hidden delicacy Terfezia arenaria, a desert truffle

Inês FerreiraTeresa DiasAbdul MouazenCristina Cruz

A1 Journal Article in FOODS

Visible and near-infrared diffuse reflectance spectra for predicting soil nitrogen mineralisation rate

Farida Yasmin RumaMuhammad Abdul MunnafStefaan De NeveAbdul Mouazen

Visible near-infrared spectroscopy and pedotransfer function well predict soil sorption coefficient of glyphosate

Sonia AkterLis Wollesen de JongePer MøldrupMogens Humlekrog GreveTrine NørgaardPeter Lystbæk WeberCecilie HermansenAbdul MouazenMaria Knadel

A1 Journal Article in REMOTE SENSING

Within-field spatial variability and potential for profitability of variable rate applications

Mingyi ZhaoAngela Patricia Guerrero CastilloMuhammad Abdul MunnafLudwig LauwersAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

2022

An automated system of soil sensor-based site-specific seeding for silage maize

Muhammad Abdul MunnafAbdul Mouazen

Automatic detection of quality soil spectra in an online vis-NIR soil sensor

Angela Patricia Guerrero CastilloS. Hamed JavadiAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Clustering and smoothing pipeline for management zone delineation using proximal and remote sensing

Seyed Hamed JavadiAngela Patricia Guerrero CastilloAbdul Mouazen

A1 Journal Article in SENSORS

Combining mid infrared spectroscopy with stacked generalisation machine learning for prediction of key soil properties

Said NawarAbdul Mouazen

A1 Journal Article in EUROPEAN JOURNAL OF SOIL SCIENCE

Detection of fusarium head blight in wheat under field conditions using a hyperspectral camera and machine learning

Mhd Baraa AlmoujahedAravind Krishnaswamy RangarajanRebecca WhettonDamien VinckeDamien EylenboschPhilippe VermeulenAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Detection of fusarium head blight in wheat using hyperspectral data and deep learning

Aravind Krishnaswamy RangarajanRebecca WhettonAbdul Mouazen

A1 Journal Article in EXPERT SYSTEMS WITH APPLICATIONS

Effects of long-term straw return and environmental factors on the spatiotemporal variability of soil organic matter in the black soil region : a case study

Yang YanWenjun JiBaoguo LiGuiman WangBifeng HuChao ZhangAbdul Mouazen

A1 Journal Article in AGRONOMY-BASEL

Fusion of Gamma-rays and portable X-ray fluorescence spectral data to measure extractable potassium in soils

Said NawarFlorence RichardsAnuar M. KassimYucel TekinAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Fusion of visible-to-near-infrared and mid-infrared spectroscopy to estimate soil organic carbon

Yongsheng HongMuhammad Abdul MunnafAngela Patricia Guerrero CastilloSongchao ChenYaolin LiuZhou ShiAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Geochemical fingerprinting and magnetic susceptibility to unravel the heterogeneous composition of urban soils

Nele DelbecqueEric Van RanstStefaan DondeyneAbdul MouazenPieter VermeirAnn Verdoodt

A1 Journal Article in SCIENCE OF THE TOTAL ENVIRONMENT

Interaction of soil nutrients and arsenic (As) in paddy soil in a long-term fertility experiment

Muhammad Qaswar[missing] Liu YirenKailou Liu[missing] Lv Zhenzhen[missing] Hou HongqianXianjin Lan[missing] Ji JianhuaWaqas Ahmed[missing] Liu LishengAbdul Mouazen et al.

A1 Journal Article in SUSTAINABILITY

Laser-induced breakdown spectroscopy (LIBS) for tropical soil fertility analysis

Tiago R. TavaresAbdul MouazenLidiane C. NunesFelipe R. dos SantosFábio L. MelquiadesThainara R. da SilvaFrancisco J. KrugJosé P. Molin

A1 Journal Article in SOIL & TILLAGE RESEARCH

Management zone-specific N mineralization rate estimation in unamended soil

Farida Yasmin RumaMuhammad Abdul MunnafStefaan De NeveAbdul Mouazen

Mapping soil properties with fixed rank kriging of proximally sensed soil data fused with Sentinel-2 biophysical parameter

Nikolaos KarapetsasThomas K. AlexandridisGeorge BilasMuhammad Abdul MunnafAngela Patricia Guerrero CastilloMaria CaleraAnna OsannAnne GobinTomas ReznikDimitrios Moshou et al.

A1 Journal Article in REMOTE SENSING

Minimising the effect of moisture on soil property prediction accuracy using external parameter orthogonalization

Saham MirzaeiAli Darvishi BolooraniHossein Ali BahramiSeyed Kazem AlavipanahAlijafar MousivandAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Non-destructive detection of Fusarium head blight in wheat kernels and wheat flour using Vis-NIR and mid-infrared spectroscopy

Mhd Baraa AlmoujahedAravind Krishnaswamy RangarajanAbdul Mouazen

On-the-optimization of design and operational conditions for ISFET continuous measurements of soil nutrients and pH

George Washington Archbold TaylorAbdul MouazenCarlos Parra RodríguezHenry Carrillo Lindado

Phosphorus-based variable rate manure application in wheat and barley

Jian ZhangSteven SleutelAbdul Mouazen

Potential of laboratory hyperspectral data for in-field detection of Phytophthora infestans on potato

Simon AppeltansJan PietersAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

Potential of vis-NIRS spectroscopy for predicting soil nitrogen mineralization rate

Farida Yasmin RumaMuhammad Abdul MunnafStefaan De NeveAbdul Mouazen

Potential of visible and near infrared spectroscopy coupled with machine learning for predicting soil metal concentrations at the regional scale

Felix NyarkoFilip TackAbdul Mouazen

A1 Journal Article in SCIENCE OF THE TOTAL ENVIRONMENT

Potential of visible-near infrared spectroscopy for the determination of three soil aggregate stability indices

Ernest AfriyieAnn VerdoodtAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Proximal sensing techniques for the detection of key leaf diseases in leek and potato

Simon AppeltansAbdul MouazenJan Pieters

Removal of external influences from on-line vis-NIR spectra for predicting soil organic carbon using machine learning

Muhammad Abdul MunnafAbdul Mouazen

A1 Journal Article in CATENA

Sequential data-fusion of near-infrared and mid-infrared spectroscopy data for improved prediction of quality traits in tuber flours

Lalit Mohan KandpalAbdul MouazenRudiati Evi MasithohPuneet MishraSantosh LohumiByoung-Kwan ChoHoonsoo Lee

A1 Journal Article in INFRARED PHYSICS & TECHNOLOGY

Simulation of variable-rate manure application under different application scenarios

Jian ZhangAngela Patricia Guerrero CastilloAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Site-specific nitrogen fertilization based on proximal and remote sensing technologies

Angela Patricia Guerrero CastilloAbdul MouazenStefaan De Neve

Site-specific seeding for maize production using management zone maps delineated with multi-sensors data fusion scheme

Muhammad Abdul MunnafGeert HaesaertAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Site-specific seeding using proximal and remote sensors data fusion

Muhammad Abdul MunnafAbdul MouazenMarc Van MeirvenneGeert Haesaert

Soil development and land use decouples soil C:N:P stoichiometry : a case study on Yangtze River alluvial fans

Baowei SuHuan ZhangShuangshuang ShaoYalu ZhangAbdul MouazenHe JiaoJie YangLinrui HanDanyang HuChao Gao

Urban soil properties distinguished by parent material, land use, time since urbanization, and pre-urban geomorphology

Nele DelbecqueStefaan DondeyneFrank GelaudeAbdul MouazenPieter VermeirAnn Verdoodt

A1 Journal Article in GEODERMA

2021

A combined data mining approach for on-line prediction of key soil quality indicators by Vis-NIR spectroscopy

Muhammad Abdul MunnafAngela Patricia Guerrero CastilloSaid NawarGeert HaesaertMarc Van MeirvenneAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

A framework of artificial light management for optimal plant development for smart greenhouse application

João PereiraAbdul MouazenMathias FooHafiz Ahmed

A1 Journal Article in PLOS ONE

A non-integer order Savitzky–Golay differential filter and its application to predict soil Phosphorus from on-line Vis-NIR spectra

Jian ZhangAbdul Mouazen

A novel spectral index for estimation of relative chlorophyll content of sugar beet

Jing ZhangHaiqing TianDi WangHaijun LiAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Clustering-based fusion of proximal and remote sensors data for potato production

Muhammad Abdul MunnafMarc Van MeirvenneAbdul Mouazen

Combined use of Vis-NIR and XRF sensors for tropical soil fertility analysis : assessing different data fusion approaches

Tiago Rodrigues TavaresJosé Paulo MolinSeyed Hamed JavadiHudson Wallace Pereira de CarvalhoAbdul Mouazen

A1 Journal Article in SENSORS

Current sensor technologies for in situ and on-line measurement of soil nitrogen for variable rate fertilization : a review

Angela Patricia Guerrero CastilloStefaan De NeveAbdul Mouazen

A1 Journal Article in ADVANCES IN AGRONOMY

Data fusion approach for map-based variable-rate nitrogen fertilization in barley and wheat

Angela Patricia Guerrero CastilloStefaan De NeveAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Data fusion modelling of visible-near-infrared and mid-infrared spectra

Seyed Hamed JavadiAbdul Mouazen

Data fusion of visible near-infrared and mid-infrared spectroscopy for rapid estimation of soil aggregate stability indices

Ernest AfriyieAnn VerdoodtAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Data fusion of XRF and Vis-NIR using outer product analysis, Granger–Ramanathan, and least squares for prediction of key soil attributes

Seyed Hamed JavadiAbdul Mouazen

A1 Journal Article in REMOTE SENSING

Detection of leek rust and white tip disease under field conditions using hyperspectral proximal sensing and supervised machine learning

Simon AppeltansJan PietersAbdul Mouazen

Detection of leek rust disease under field conditions using hyperspectral proximal sensing and machine learning

Simon AppeltansJan PietersAbdul Mouazen

A1 Journal Article in REMOTE SENSING

Detection of leek white tip disease under field conditions using hyperspectral proximal sensing and supervised machine learning

Simon AppeltansJan PietersAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Development of a soil fertility index using on-line Vis-NIR spectroscopy

Muhammad Abdul MunnafAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Diagnosis of cadmium contamination in urban and suburban soils using visible-to-near-infrared spectroscopy

Yongsheng HongYiyun ChenRuili ShenSongchao ChenGang XuHang ChengLong GuoZushuai WeiJian YangYaolin Liu et al.

A1 Journal Article in ENVIRONMENTAL POLLUTION

Effect of variable rate seeding on winter wheat seedbed and germination parameters using soil apparent electrical conductivity

Marius KazlauskasEgidijus ŠarauskisKęstutis RomaneckasDainius SteponavičiusAlgirdas JasinskasVilma NaujokienėIndrė BručienėTadas ŽiogasDovydas VaicekauskasJustinas Anušauskas et al.

Estimation and mapping of soil properties based on multi-source data fusion

Abdul MouazenZhou Shi

Editorial material

Evaluation of variable rate nitrogen fertilization scenarios in cereal crops from economic, environmental and technical perspective

Angela Patricia Guerrero CastilloAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Fusion of Vis-NIR and XRF spectra for estimation of key soil attributes

Seyed Hamed JavadiMuhammad Abdul MunnafAbdul Mouazen

A1 Journal Article in GEODERMA

Map-based site-specific seeding of seed potato production by fusion of proximal and remote sensing data

Muhammad Abdul MunnafGeert HaesaertAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Map-based site-specific seeding of seed potatoes by fusion of proximal and remote sensing data

Muhammad Abdul MunnafGeert HaesaertMarc Van MeirvenneAbdul Mouazen

Map-based variable rate manure application in barley based on proximal and remote sensing

Jian ZhangAngela Patricia Guerrero CastilloAbdul Mouazen

Map-based variable-rate manure application in wheat using a data fusion approach

Jian ZhangAngela Patricia Guerrero CastilloAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Map-based variable-rate nitrogen application based on proximal and remote sensing techniques

Angela Patricia Guerrero CastilloStefaan De NeveAbdul Mouazen

Minimising the effect of soil salinity on soil organic carbon prediction accuracy

Saham MirzaeiA.D. BolooraniH.A. BahramiAbdul Mouazen

Modelling and simulation of fruit drop tests by discrete element method

Jalal KafashanJoanna WiacekHerman RamonAbdul Mouazen

A1 Journal Article in BIOSYSTEMS ENGINEERING

Modelling the influence of soil properties on crop yields using a non-linear NFIR model and laboratory data

Rebecca L. WhettonYifan ZhaoSaid NawarAbdul Mouazen

A2 Journal Article in SOIL SYSTEMS

Multi-sensor approach for tropical soil fertility analysis : comparison of individual and combined performance of VNIR, XRF, and LIBS spectroscopies

Tiago TavaresJosé Paulo MolinLidiane Cristina NunesMarcelo Chan Fu WeiFrancisco José KrugHudson Wallace Pereira de CarvalhoAbdul Mouazen

A1 Journal Article in AGRONOMY-BASEL

Multi-sensors data fusion approach for site-specific seeding of consumption and seed potato production

Muhammad Abdul MunnafGeert HaesaertMarc Van MeirvenneAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

Optimising site-specific potato seeding rates for maximum yield and profitability

Muhammad Abdul MunnafAbdul Mouazen

A1 Journal Article in BIOSYSTEMS ENGINEERING

Potential of on-the-go gamma-ray spectrometry for estimation and management of soil potassium site specifically

Anuar Mohamed KassimSaid NawarAbdul Mouazen

A1 Journal Article in SUSTAINABILITY

Removal of external influences from on-line Vis-NIR spectral data for predicting soil organic carbon : comparison of spectra transfer vs orthogonalization methods

Muhammad Abdul MunnafAbdul Mouazen

Simulation for variable-rate nitrogen fertilization with different application schemes

Angela Patricia Guerrero CastilloAbdul Mouazen

Simulation of variable rate manure application under different schemes

Jian ZhangAngela Patricia Guerrero CastilloAbdul Mouazen

Source localization in resource-constrained sensor networks based on deep learning

Seyed Hamed JavadiAngela Patricia Guerrero CastilloAbdul Mouazen

A1 Journal Article in NEURAL COMPUTING & APPLICATIONS

Spatiotemporal prediction and mapping of heavy metals at regional scale using regression methods and Landsat 7

Abdul MouazenFelix NyarkoMuhammad QaswarGergely TothAnne GobinDimitrios Moshou

A1 Journal Article in REMOTE SENSING

The automation of hyperspectral training library construction : a case study for wheat and potato crops

Simon AppeltansOrly Enrique Apolo-ApoloJaime Nolasco Rodríguez-VázquezManuel Pérez-RuizJan PietersAbdul Mouazen

A1 Journal Article in REMOTE SENSING

Towards the development and verification of a 3D-based advanced optimized farm machinery trajectory algorithm

Tomáš ŘezníkLukáš HermanMartina KlocováFilip LeitnerTomáš PavelkaŠimon LeitgebKateřina TrojanováRadim ŠtampachDimitrios MoshouAbdul Mouazen et al.

A1 Journal Article in SENSORS

Wheat salinity stress detection using VNIR spectrometry

A.D., BolooraniSaham MirzaeiH.A. BahramiAbdul Mouazen

2020

A decision framework reference for ISFET sensor-based electronic systems design for agriculture industry applications

George Washington Archbold TaylorCarlos ParraHenry CarrilloAbdul Mouazen

A novel approach for estimation of above-ground biomass of sugar beet based on wavelength selection and optimized support vector machine

Jing ZhangHaiqing TianDi WangHaijun LiAbdul Mouazen

A1 Journal Article in REMOTE SENSING

Agricultural Internet of Things and decision support for precision smart farming

Assessing soil key fertility attributes using a portable X-ray fluorescence : a simple method to overcome matrix effect

Tiago Rodrigues TavaresAbdul MouazenElton Eduardo Novais AlvesFelipe Rodrigues dos SantosFábio Luiz MelquiadesHudson Wallace Pereira de CarvalhoJosé Paulo Molin

A1 Journal Article in AGRONOMY-BASEL

Assessment of a soil fertility index using visible and near-infrared spectroscopy in the rice paddy region of southern China

Meihua YangAbdul MouazenXiaomin ZhaoXi Guo

A1 Journal Article in EUROPEAN JOURNAL OF SOIL SCIENCE

Co-gasification of oil palm biomass in a pilot scale downdraft gasifier

Kelechi E. AnyaohaRuben SakrabaniKumar PatchigollaAbdul Mouazen

A1 Journal Article in ENERGY REPORTS

Comparing laboratory and airborne hyperspectral data for the estimation and mapping of topsoil organic carbon : feature selection coupled with random forest

Yongsheng HongSongchao ChenYiyun ChenMarc LindermanAbdul MouazenYaolin LiuLong GuoLei YuYanfang LiuHang Cheng et al.

A1 Journal Article in SOIL & TILLAGE RESEARCH

Economic, environmental and social impacts

S.M. PedersenM.F. PedersenJ.E. ØrumS. FountasA.T. BalafoutisF.K. van EvertF. van EgmondA. KnierimM. KerneckerAbdul Mouazen

Bookchapter in Agricultural Internet of Things and decision support for precision smart farming

Effect of X-ray tube configuration on measurement of key soil fertility attributes with XRF

Tiago Rodrigues TavaresJosé Paulo MolinLidiane Cristina NunesElton Eduardo Novais AlvesFábio L. MelquiadesHudson Wallace Pereira de CarvalhoAbdul Mouazen

A1 Journal Article in REMOTE SENSING

Estimation of aggregate stability of some soils in the loam belt of Belgium using mid-infrared spectroscopy

Ernest AfriyieAnn VerdoodtAbdul Mouazen

A1 Journal Article in SCIENCE OF THE TOTAL ENVIRONMENT

Estimation of organic carbon in anthropogenic soil by VIS-NIR spectroscopy : effect of variable selection

Lu XuYongsheng HongYu WeiLong GuoTiezhu ShiYi LiuQinghu JiangTeng FeiYaolin LiuAbdul Mouazen et al.

A1 Journal Article in REMOTE SENSING

Exploring the potential of airborne hyperspectral image for estimating topsoil organic carbon : effects of fractional-order derivative and optimal band combination algorithm

Yongsheng HongLong GuoSongchao ChenMarc LindermanAbdul MouazenLei YuYiyun ChenYaolin LiuYanfang LiuHang Cheng et al.

A1 Journal Article in GEODERMA

Machine learning based on-line prediction of soil organic carbon after removal of soil moisture effect

Said NawarMuhammad Abdul MunnafAbdul Mouazen

A1 Journal Article in REMOTE SENSING

Map-based site-specific seeding of consumption potato production using high-resolution soil and crop data fusion

Muhammad Abdul MunnafGeert HaesaertMarc Van MeirvenneAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Abdul MouazenThomas AlexandridisHenning BuddenbaumYafit CohenDimitrios MoshouDavid MullaSaid NawarKenneth A. Sudduth

Bookchapter in Agricultural Internet of Things and decision support for precision smart farming

Practical recommendations for hyperspectral and thermal proximal disease sensing in potato and leek fields

Simon AppeltansAngela Patricia Guerrero CastilloSaid NawarJan PietersAbdul Mouazen

A1 Journal Article in REMOTE SENSING

Site-specific seeding using multi-sensor and data fusion techniques : a review

Muhammad Abdul MunnafGeert HaesaertMarc Van MeirvenneAbdul Mouazen

A1 Journal Article in ADVANCES IN AGRONOMY

Smart environments and ambient intelligence in agricultural and environmental technology

Andrés MuñozJaehwa ParkAbdul MouazenJosenalde Barbosa de OliveiraDimitros Moshou

Editorial material

The applicability of spectroscopy methods for estimating potentially toxic elements in soils : state-of-the-art and future trends

Said NawarS CipulloRK DouglasF CoulonAbdul Mouazen

A1 Journal Article in APPLIED SPECTROSCOPY REVIEWS

The application of proximal visible and near-infrared spectroscopy to estimate soil organic matter on the Triffa Plain of Morocco

Ayoub LazaarAbdul MouazenKamal EL HammoutiMichael FullenBiswajeet PradhanMuhammad Sohail MemonKarim AndichAbdelilah Monir

A1 Journal Article in INTERNATIONAL SOIL AND WATER CONSERVATION RESEARCH

2019

A comprehensive study of three different portable XRF scanners to assess the soil geochemistry of an extensive sample dataset

Ynse DeclercqNele DelbecqueJohan De GravePhilippe De SmedtPeter FinkeAbdul MouazenSaid NawarDimitri VandenbergheMarc Van MeirvenneAnn Verdoodt

A1 Journal Article in REMOTE SENSING

Application of visible and near-infrared spectroscopy for evaluation of ewes milk with different feeds

A BahriSaid NawarH SelmiM AmraouiH RouissiAbdul Mouazen

A1 Journal Article in ANIMAL PRODUCTION SCIENCE

Can on-line measurement accuracy of soil properties be improved by means of hybrid laboratory and on-line vis-NIR scanned spectra?

Muhammad Abdul MunnafSaid NawarGeert HaesaertMarc Van MeirvenneAbdul Mouazen

Can spectral analyses improve measurement of key soil fertility parameters with X-ray fluorescence spectrometry?

Said NawarNele DelbecqueYnse DeclercqPhilippe De SmedtPeter FinkeAnn VerdoodtMarc Van MeirvenneAbdul Mouazen

A1 Journal Article in GEODERMA

Estimation of secondary soil properties by fusion of laboratory and on-line measured vis-NIR spectra

Muhammad Abdul MunnafSaid NawarAbdul Mouazen

A1 Journal Article in REMOTE SENSING

Evaluation of a novel electromechanical system for measuring soil bulk density

Ahmed A. G. Al-ShammaryAbbas Z. KouzaniThamir R. SaeedNabil R. LahmodAbdul Mouazen

A1 Journal Article in BIOSYSTEMS ENGINEERING

Evaluation of gamma-ray spectrometry for mapping of available K in soil

Anuar Bin Mohamed KassimSaid NawarAbdul Mouazen

Experimental investigation of a digital electromechanical system to measure soil bulk density in a silty clay soil under different solarisation practices

Ahmed Abed Gatea Al-ShammaryAbbas KouzaniAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Experimental study of on-line measurement for available potassium, K in soil by using radiation based proximal soil sensor

Anuar Bin Mohamed KassimSaid NawarAbdul Mouazen

Improving management zones performance for variable rate nitrogen fertilization in cereal crops based on fusion of high resolution data layers

Said NawarAbdul Mouazen

Improving measurement of key soil fertility parameters based on X-ray fluorescence spectroscopy combined with random forest

Said NawarNele DelbecqueYnse DeclercqPhilippe De SmedtPeter FinkeAnn VerdoodtMarc Van MeirvenneAbdul Mouazen

On-line field measurement of yellow rust and fusarium head blight cereal crops using a hyperspectral imager

R. WhettonT. WaineAbdul Mouazen

On-line vis-NIR spectroscopy prediction of soil organic carbon using machine learning

Said NawarAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

pH measurement IoT system for precision agriculture applications

George Washington Archbold TaylorHector Beltran TorresFredy RuizMargarita Narducci MarinDiego Mendez ChavesLuis Trujillo ArboledaCarlos ParraHenry CarrilloAbdul Mouazen

A1 Journal Article in IEEE LATIN AMERICA TRANSACTIONS

Predicting bioavailability change of complex chemical mixtures in contaminated soils using visible and near-infrared spectroscopy and random forest regression

S CipulloSaid NawarAbdul MouazenP Campo-MorenoF Coulon

A1 Journal Article in SCIENTIFIC REPORTS

Prediction and mapping of soil clay and sand contents using visible and near-infrared spectroscopy

Zeynal TümsavaşYücel TekinYahya UlusoyAbdul Mouazen

A1 Journal Article in BIOSYSTEMS ENGINEERING

Rapid detection of alkanes and polycyclic aromatic hydrocarbons in oil-contaminated soil with visible near-infrared spectroscopy

R. K. DouglasSaid NawarM. C. AlamarF. CoulonAbdul Mouazen

A1 Journal Article in EUROPEAN JOURNAL OF SOIL SCIENCE

The application of a handheld mid-infrared spectrometry for rapid measurement of oil contamination in agricultural sites

R. K. DouglasSaid NawarM. C. AlamarF CoulonAbdul Mouazen

A1 Journal Article in SCIENCE OF THE TOTAL ENVIRONMENT

Variability of visible and near-infrared (vis-NIR) diffuse spectral reflectance of cement-based solidified/ stabilized pre-treated oil-based drill cuttings

Perez P ArakaReuben N. OkparanmaJosiah M. AyotamunoSaid NawarAbdul Mouazen

A2 Journal Article in JOURNAL OF CIVIL ENGINEERING AND CONSTRUCTION TECHNOLOGY

2018

A prototype measuring system of soil bulk density with combined frequency domain reflectometry and visible and near infrared spectroscopy

Raed A Al-AsadiAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

A prototype multi-sensor kit for soil bulk density measurement using combined frequency domain reflectometry and visible and near infrared spectroscopy

R. A. Al-AsadiAbdul Mouazen

Cost benefit analysis of variable management in winter wheat in response to on-line recognition of yellow rust and fusarium head blight

Rebecca WhettonToby WaineAbdul Mouazen

Critical evaluation of oil palm fresh fruit bunch solid wastes as soil amendments : prospects and challenges

Kelechi E AnyaohaRuben SakrabaniKumar PatchigollaAbdul Mouazen

A1 Journal Article in RESOURCES CONSERVATION AND RECYCLING

Evaluating management zone maps for variable rate fungicide application and selective harvest

Rebecca L WhettonToby W WaineAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Evaluating oil palm fresh fruit bunch processing in Nigeria

Kelechi E AnyaohaRuben SakrabaniKumar PatchigollaAbdul Mouazen

A1 Journal Article in WASTE MANAGEMENT & RESEARCH

Evaluation of vis-NIR reflectance spectroscopy sensitivity to weathering for enhanced assessment of oil contaminated soils

RK DouglasSaid NawarS CipulloMC AlamarF CoulonAbdul Mouazen

A1 Journal Article in SCIENCE OF THE TOTAL ENVIRONMENT

Hyperspectral measurements of yellow rust and fusarium head blight in cereal crops, part 1 : laboratory study

Rebecca L WhettonKirsty L HassallToby W WaineAbdul Mouazen

A1 Journal Article in BIOSYSTEMS ENGINEERING

Hyperspectral measurements of yellow rust and fusarium head blight in cereal crops, part 2 : on-line field measurement

Rebecca L WhettonToby W WaineAbdul Mouazen

A1 Journal Article in BIOSYSTEMS ENGINEERING

Optimal sample selection for measurement of soil organic carbon using online vis-NIR spectroscopy

Said NawarAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Quantifying individual and collective influences of soil properties on crop yield

Rebecca WhettonYifan ZhaoAbdul Mouazen

A1 Journal Article in SOIL RESEARCH

Rapid prediction of total petroleum hydrocarbons concentration in contaminated soil using vis-NIR spectroscopy and regression techniques

RK DouglasSaid NawarMC AlamarAbdul MouazenF Coulon

A1 Journal Article in SCIENCE OF THE TOTAL ENVIRONMENT

Towards enhancing sustainable reuse of pre-treated drill cuttings for construction purposes by near-infrared analysis : a review

Reuben N OkparanmaPerez P ArakaJosiah M AyotamunoAbdul Mouazen

A2 Journal Article in JOURNAL OF CIVIL ENGINEERING AND CONSTRUCTION TECHNOLOGY

2017

A multi sensor data fusion approach for creating variable depth tillage zones

D WhattoffAbdul MouazenT Waine

A2 Journal Article in ADVANCES IN ANIMAL BIOSCIENCES

Almost 25 years of chromatographic and spectroscopic analytical method development for petroleum hydrocarbons analysis in soil and sediment : state-of-the-art, progress and trends

RK DouglasSaid NawarMC AlamarF CoulonAbdul Mouazen

A1 Journal Article in CRITICAL REVIEWS IN ENVIRONMENTAL SCIENCE AND TECHNOLOGY

Characterisation of products from co-gasification of Nigerian biomass in a pilot scale down draft gasifier

Kelechi AnyaohaKumar PatchigollaAbdul Mouazen

Comparative study of oil palm fruit bunch processing in Nigeria

Kelechi E. AnyaohaKumar PatchigollaR. S. AbdulAbdul Mouazen

Comparison between random forest and partial least squares regression of on-line vis-NIR spectroscopy measurement of soil total nitrogen

Said NawarAbdul Mouazen

Bookchapter in Towards sustainable agriculture and biosystems engineering

Comparison between random forest and partial least squares regression of on-line vis-NIR spectroscopy measurements of soil total nitrogen and organic carbon

Said NawarAbdul Mouazen

Comparison between random forests, artificial neural networks and gradient boosted machines methods of on-line vis-NIR spectroscopy measurements of soil total nitrogen and total carbon

Said NawarAbdul Mouazen

A1 Journal Article in SENSORS

Delineation of soil management zones for variable-rate fertilization

Said NawarRonald CorstanjeGraham HalcroDavid MullaAbdul Mouazen

A1 Journal Article in Advances in Agronomy

Detection of biotic and abiotic stresses in crops by using hierarchical self organizing classifiers

Xanthoula Eirini PantaziDimitrios MoshouRoberto ObertiJon WestAbdul MouazenDionysios Bochtis

A1 Journal Article in PRECISION AGRICULTURE

Evaluating visible and Near-Infrared (vis-NIR) Reflectance Spectroscopy sensitivity to weathering for enhance assessment of contaminated soils

Reward DouglasSaid NawarFrederic CoulonAbdul Mouazen

FarmFUSE : multi-sensor information

Influence of soil moisture content on assessment of bulk density with combined frequency domain reflectometry and visible and near infrared spectroscopy under semi field conditions

Abdul MouazenRaed A Al-Asadi

A1 Journal Article in SOIL & TILLAGE RESEARCH

Nonlinear parametric modelling to study how soil properties affect crop yields and NDVI

Rebecca WhettonYifan ZhaoSameh ShaddadAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Optimising configuration of a hyperspectral imager for on-line field measurement of wheat canopy

Rebecca L WhettonToby W WaineAbdul Mouazen

A1 Journal Article in BIOSYSTEMS ENGINEERING

Prediction of soil sand and clay contents via visible and near-infrared (Vis-NIR) spectroscopy

Zeynal TumsavasYncel TekinYahya UlusoyAbdul Mouazen

Predictive performance of mobile vis-near infrared spectroscopy for key soil properties at different geographical scales by using spiking and data mining techniques

Said NawarAbdul Mouazen

A1 Journal Article in CATENA

Rapid detection of alkanes and polycyclic aromatic hydrocarbons (PAH) in oil-contaminated soils using visible near-infrared spectroscopy and chemometrics

Reward DouglasSaid NawarCarmen M. AlmarFrederic CoulonAbdul Mouazen

‘New wilderness’ requires algorithmic transparency : a response to Cantrell et al.

Victor GalazAbdul Mouazen

A1 Journal Article in TRENDS IN ECOLOGY & EVOLUTION

2016

A mobile, in-situ soil bin test facility to investigate the performance of maresha plough

Solomon GebregziabherKarel De SwertWouter SaeysHerman RamonBart De KetelaereAbdul MouazenKindeya GebrehiwotJozef DeckersJosse De Baerdemaeker

A1 Journal Article in BIOSYSTEMS ENGINEERING

A multi sensor data fusion approach for creating variable depth tillage zones

David WhatoffAbdul MouazenToby Waine

Application of an on-line sensor to map soil packing density for site specific cultivation

S. A. M. ShamalSaad A. AlhwaimelAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Can on-line visible and near infrared spectroscopy assist in site specific phosphorus management?

Abdul MouazenBoyan Kuang

Comparing predictive performance of near infrared spectroscopy at a field, regional, national and continental scales by using spiking and data mining techniques

Said NawarD. GeorgeA. ManfieldAbdul Mouazen

Data fusion techniques for delineation of site-specific management zones in a field in UK

S. M. ShaddadS. MadrauA. CastrignanòAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

Determination of soil organic carbon variation with on-line Vis-NIR sensor

Yücel TekinYahya UlusoyZeynal TumsavasAbdul Mouazen

Determination of soil organic carbon with on-line Vis-NIR sensor

Yücel TekinYahya UlusoyZeynal TumsavasAbdul Mouazen

Effect of side-wings on draught : the case of Ethiopian ard plough (maresha)

Solomon GebregziabherKarel De SwertWouter SaeysHerman RamonBart De KetelaereAbdul MouazenPetros GebrayKindeya GebrehiwotHans BauerJozef Deckers et al.

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Estimating the soil clay content and organic matter by means of different calibration methods of vis-NIR diffuse reflectance spectroscopy

Said NawarHenning BuddenbaumJoachim HillJacek KozakAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Numerical simulation of soil-cone penetrometer interaction using discrete element method

Krisztián KotroczAbdul MouazenGyörgy Kerényi

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

On-line Vis-Nir sensor determination of soil variations of sodium, potassium and magnesium

Y. TekinZ. TumsavaşY. UlusoyAbdul Mouazen

On-line visible and near infrared spectroscopy for in-field phosphorous management

Abdul MouazenBoyan Kuang

A1 Journal Article in SOIL & TILLAGE RESEARCH

On-line Yellow Rust identification in winter wheat

Rebecca WhettonT. WaineAbdul Mouazen

Prediction of soil attributes using the Chinese soil spectral library and standardized spectra recorded at field conditions

Wenjun JiShuo LiSongchao ChenZhou ShiRaphael A. Viscarra RosselAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Prediction of soil cation exchange capacity using visible and near infrared spectroscopy

Yahya UlusoyYücel TekinZeynal TümsavaşAbdul Mouazen

A1 Journal Article in BIOSYSTEMS ENGINEERING

Reflectance and fluorescence spectroscopy in soil science : current and future research and developments

Abdul MouazenMarkus SteffensMichael Borisover

Editorial material

Sensing soil condition and functions

Abdul MouazenZhou ShiMarc Van Meirvenne

Editorial material

2015

Do we really need large spectral libraries for local scale SOC assessment with NIR spectroscopy?

César GuerreroJohanna WetterlindBo StenbergAbdul MouazenMiguel A. Gabarrón-GaleoteJosé D. Ruiz-SinogaRaul ZornozaRaphael A. Viscarra Rossel

A1 Journal Article in SOIL & TILLAGE RESEARCH

Wheat yield prediction using machine learning and advanced sensing techniques

X. E. PantaziD. MoshouT. AlexandridisR. L. WhettonAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

2013

Ethiopian Ard plough and efforts for its improvement

Solomon GebregziabherJan NyssenKarel De SwertMaarten De ConinckAbdul MouazenSven SmoldersPetros GebrayAnwar MustefaKendeya GebrehiwotHans Bauer et al.

Geometry optimization of tillage tools by using finite element modelling technique

Solomon GebregziabherJan NyssenAbdul MouazenPetros GebrayAnwar MustefaKindeya GebrehiwotHans BauerKasa AmareNahusenay TeamerHerman Ramon et al.

2009

Optimum three-point linkage set up for improving the quality of soil spectra and the accuracy of soil phosphorus measured using an on-line visible and near infrared sensor

Abdul MouazenMR MalekiLiesbet CockxMarc Van MeirvenneLIeven Van HolmR MerckxJ De BaerdemaekerH Ramon

A1 Journal Article in SOIL & TILLAGE RESEARCH

2008

Viability of socially equitable mechanization technology for small and scattered farm holdings in Ethiopia: excursion guide

Solomon GebregziabherAbdul MouazenH RamonJan NyssenKindeya GebrehiwotH MitikuHubert VerplanckeH BauerJozef DeckersJ De Baerdemaeker

2007

Design of the Ethiopian and plough using structural analysis validated with finite element analysis

S GEBREGZIABHERAbdul MouazenH VAN BRUSSELH RAMONF MERESAHubert VerplanckeJan NyssenM BEHAILUJ DECKERSJ DE BAERDEMAEKER

A1 Journal Article in BIOSYSTEMS ENGINEERING

Improving animal drawn tillage system in Ethiopian highlands

Abdul MouazenS SMOLDERSF MERESAS GEBREGZIABHERJan NyssenHubert VerplanckeJ DECKERSH RAMONJ DE BAERDEMAEKER

A1 Journal Article in SOIL & TILLAGE RESEARCH

2006

Animal drawn tillage, the Ethiopian and plough, maresha: A review

S GEBREGZIABHERAbdul MouazenH VAN BRUSSELH RAMONJan NyssenHubert VerplanckeM BEHAILUJ DECKERSJ DE BAERDEMAEKER

A1 Journal Article in SOIL & TILLAGE RESEARCH

2004

Soil-tillage tool interaction for Vertisols of Ethiopian highlands: a review

MEKONNEN GEBRESLASIESOLOMON GEBREGZIABHERJ DE BAERDEMAEKERHubert VerplanckeJan NyssenAbdul MouazenJ DECKERS