Research Explorer

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Project

Towards Setting up a Centre of Site-specific Technology for Soil and Crop Management

Outputs & Impact

Publications & research data ( 46 )

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

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

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

Yongjing WangAjit BorundiaAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

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

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

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

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

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

Yongjing WangAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

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

Rukayat OladipupoAjit BorundiaAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

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

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

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

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

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

Jian ZhangAjit BorundiaAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

Phosphorus-based variable rate manure application in wheat and barley

Jian ZhangSteven SleutelAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

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

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

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

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

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

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

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

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

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

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

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

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

Management zone-specific N mineralization rate estimation in unamended soil

Farida Yasmin RumaMuhammad Abdul MunnafStefaan De NeveAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

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

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

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

Simulation of variable-rate manure application under different application scenarios

Jian ZhangAngela Patricia Guerrero CastilloAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

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

Site-specific seeding using proximal and remote sensors data fusion

Muhammad Abdul MunnafAbdul MouazenMarc Van MeirvenneGeert Haesaert

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

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

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

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

On the pivotal role of water potential to model plant physiological processes

Tom De SwaefOlivier PietersSimon AppeltansIrene Borra-SerranoWillem CoudronValentin CouvreurSarah GarréPeter LootensBart NicolaïLeroi Pols et al.

A2 Journal Article in IN SILICO PLANTS

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

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

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

Simon AppeltansJan PietersAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

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

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

Muhammad Abdul MunnafAbdul Mouazen

A1 Journal Article in BIOSYSTEMS ENGINEERING

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

Activities ( 0 )

Results

Impact narratives ( 0 )

Patents ( 0 )