Project scientific publications


  • Javadi, S.H.; Guerrero, A.; Mouazen, A.M. Clustering and Smoothing Pipeline for Management Zone Delineation Using Proximal and Remote SensingSensors 2022, 22, 645 (link).


  • Mouazen, A.M.; Nyarko, F.; Qaswar, M.; Tóth, G.; Gobin, A.; Moshou, D. Spatiotemporal Prediction and Mapping of Heavy Metals at Regional Scale Using Regression Methods and Landsat 7. Remote Sens. 2021, 13, 4615 (link).
  • Szigeti, N.; Berki, I.; Vityi, A.; Rasran, L. Shelterbelts Planted on Cultivated Fields Are Not Solutions for the Recovery of Former Forest-Related Herbaceous VegetationLand 2021, 10, 930 (link).
  • Yongsheng Hong, Yiyun Chen, Ruili Shen, Songchao Chen, Gang Xu, Hang Cheng, Long Guo, Zushuai Wei, Jian Yang, Yaolin Liu, Zhou Shi, Abdul M. Mouazen, Diagnosis of cadmium contamination in urban and suburban soils using visible-to-near-infrared spectroscopy, Environmental Pollution, Volume 291, 2021, 118128, ISSN 0269-7491 (link).
  • Abdul Mounem Mouazen and Zhou Shi, 2021. Estimation and Mapping of Soil Properties Based on Multi-Source Data Fusion. Remote Sensing 2021, 13(5), 978 (link).
  • Řezník, T; Herman, L.; Klocová, M.; Leitner, F.; Pavelka, T.; Leitgeb, S.; Trojanová, K.; Štampach, R.; Moshou, D.; Mouazen, A.M.; Alexandridis, T.K.; Hrádek, J.; Lukas, V.; Širůček, P. 2021. Towards the Development and Verification of a 3D-Based Advanced Optimised Farm Machinery Trajectory Algorithm. Sensors 2021, 21, 2980, (IF (2019) = 3.275) (link).
  • Chen S C, Xu H Y, Xu D Y, etc. Evaluating validation strategies on the performance of soil property prediction from regional to continental spectral data. Geoderma. 2021, 400, 15159 (link).
  • Ge H X, Xiang H T, Ma F, etc. Estimating plant nitrogen concentration of rice through fusing VI and color moments derived from UAV-RGB Images. Remote Sensing. 2021, 13, 1620 (link).
  • Tomáš Řezník, Jan Chytrý and Kateřina Trojanová, 2021. Machine Learning-Based Processing Proof-of-Concept Pipeline for Semi-Automatic Sentinel-2 Imagery Download, Cloudiness Filtering, Classifications and Updates of Open Land Use/Land Cover Datasets, International Journal of Geo-Information. 2021, 10, 102 (link).
  • Hamed Javadi, Muhammad Abdul Munnaf, Abdul M. Mouazen, 2021. Fusion of VisNIR and XRF spectra for estimation of key soil attributes. Geoderma Volume 385, 1 March 2021, 114851 (link).
  • Zhao, R. et al. Discussion on the Unified Survey and evaluation of Cultivated Land Quality at Country Scale for China’s 3rd National Land Survey: A Case Study of Wen County, Henan Province. Sustainability, 2021, 13, 2513 (link).
  • Guo Y M, Xiang H T, Li Z W, etc. Prediction of rice yield in East China based on climate and agronomic traits data using ANN and PLSR. Agronomy. 2021, 11, 282 (link).


  • Li H Y, Liu X L, Hu B F, etc. Field-Scale Characterization of spatio-temporal variability of soil salinity in three dimensions. Remote Sensing, 2020, 12, 4043 (link).
  • Qiu Z C, Xiang H T, Ma F, etc. Qualifications of rice growth indicators optimized at different growth stages using UAV digital imagery. Remote Sensing. 2020, 12, 3228 (link).
  • Tomáš Řezník, Petr Kubíek, Lukáš Herman, Tomáš Pavelka, Šimon Leitgeb, Martina Klocová, Filip Leitner, 2020. Visualizations of Uncertainties in Precision Agriculture: Lessons Learned from Farm Machinery. Applied Sciences, 10(17), 6132; DOI 10.3390/app10176132 (link).
  • Tomáš Řezník, Tomáš Pavelka, Lukáš Herman, Vojtěch Lukas, Petr Širůček, Šimon Leitgeb, and Filip Leitner 2020. Prediction of Yield Productivity Zones from Landsat 8 and Sentinel-2A/B and Their Evaluation Using Farm Machinery Measurements (link).
  • Xu X Y, Xu D Y, Chen S C, etc. Rapid determination of soil class bases on Visible-Near Infrared, Mid-Infrared spectroscopy and data fusion. Remote Sensing. 2020, 12, 1512 (link).
  • Cao Q, et al. Mapping the response of volumetric soil water content to an intense rainfall event at the field scale using GPR. Journal of Hydrology, 2020, 583:124605 (link).
  • Chapter entitled “Interpolation of Data Measured by Field Harvesters: Deployment, Comparison and Verification” in the book “Environmental Software Systems. Data Science in Action 13th IFIP WG 5.11 International Symposium, ISESS 2020, Wageningen, The Netherlands, February 5–7, 2020, Proceedings”, published by Springer (link).
  • Song XD, et al. Paleotopography continues to drive surface to deep-layer interactions in a subtropical Critical Zone Observatory. Journal of Applied Geophysics, 2020, 175:103987 (link).
  • Song XD, et al. Can pedotransfer functions based on environmental variables improve soil total nutrient mapping at a regional scale? Soil and Tillage Research, 2020, 202:104672 (link).
  • Wang X Y, et al. Construction of ecological security pattern based on boundary analysis: a case study of Jiangsu Province. Acta Pedologica Sinica, 2020, 40(10): 3375-3384 (in Chinese) (link).
  • Yang Qijun, et al. Advancement and Revelation of the Research on Soil Quality Assessment on Large Spatial Scales. Acta Pedologica Sinica, 2020, 57(3): 565-578 (in Chinese) (link).


  • XD, et al. Pedoclimatic zone-based three-dimensional soil organic carbon mapping in China. Geoderma, 2020, 363:114145 (link).
  • Zhao Rui, et al. Soil Health Evaluation at a County level Based on Ecosystem Service Function. Chinese Journal of Soil Science, 2020 51(2): 269-279 (in Chinese).
  • Řezník, T.; Pavelka, T.; Herman, L.; Leitgeb, Š.; Lukas, V.; Širůček, P. Deployment and Verifications of the Spatial Filtering of Data Measured by Field Harvesters and Methods of Their Interpolation: Czech Cereal Fields between 2014 and 2018. Sensors 2019, 19, 4879 (link).
  • Javadi, S.H.; Guerrero, A.; Mouazen, A.M., 2020. Source localization in resource-constrained sensor networks based on deep learning. Neural Computing and Applications, (IF (2019) = 4.774) (link).
  • Řezník, T., Konečný, M., and Charvát, K.: Innovative Geospatial and Cartographic Approaches to Identification, Analysis, and Visualisation of Land Degradation, Abstr. Int. Cartogr. Assoc., 1, 312, 2019 (link).
  • Wu Ke-Ning, et al. Soil Quality ad Functions: from Science to Experiences – Review of the Wageningen Soil Conference 2019. Chinese Journal of Soil Science, 2020 51(1): 241-244 (in Chinese).
  • Palma R., Janiak B., Reznik T., Schleidt K., Kozel, J., De Sousa L., Egmond F., Mouazen A. M., Moshou, D. (2020) Global Soil Information System (GloSIS) Ontology. SIEUSOIL project (link).
  • Nora Szigeti, Imre Berki, Andrea Vityi, Danile Winkler, Ecological role of different habitats in soil-relates biodiversity in an agroforestry landscape.