- AbdelRahman, M.A.E.; Arafat, S.M. An approach of agricultural courses for soil conservation based on crop soil suitability using geomatics. Earth Syst. Environ. 2020, 4, 273â285. [CrossRef]
Paper not yet in RePEc: Add citation now
- AbdelRahman, M.A.E.; Natarajan, A.; Hegde, R. Assessment of land suitability and capability by integrating remote sensing and GIS for agriculture in Chamarajanagar district, Karnataka, India. Egypt. J. Remote Sens. Space Sci. 2016, 19, 125â141. [CrossRef]
Paper not yet in RePEc: Add citation now
- AbdelRahman, M.A.E.; Natarajan, A.; Hegde, R.; Prakash, S.S. Assessment of land degradation using comprehensive geostatistical approach and remote sensing data in GIS-model builder. Egypt. J. Remote Sens. Space Sci. 2019, 22, 323â334. [CrossRef]
Paper not yet in RePEc: Add citation now
- AbdelRahman, M.A.E.; Natarajan, A.; Srinivasamurthy, C.A.; Hegde, R. Estimating soil fertility status in physically degraded land using GIS and remote sensing techniques in Chamarajanagar district, Karnataka, India. Egypt. J. Remote Sens. Space Sci. 2016, 19, 95â108. [CrossRef]
Paper not yet in RePEc: Add citation now
- AbdelRahman, M.A.E.; Rehab, H.H.; Yossif, T.M.H. Soil fertility assessment for optimal agricultural use using remote sensing and GIS technologies. Appl. Geomat. 2021. [CrossRef]
Paper not yet in RePEc: Add citation now
- AbdelRahman, M.A.E.; Shalaby, A.; Essa, E.F. Quantitative land evaluation based on fuzzy-multi-criteria spatial model for sustainable land-use planning. Model. Earth Syst. Environ. 2018, 4, 1341â1353. [CrossRef]
Paper not yet in RePEc: Add citation now
- AbdelRahman, M.A.E.; Zakarya, Y.M.; Metwaly, M.M.; Koubouris, G. Deciphering Soil Spatial Variability through Geostatistics and Interpolation Techniques. Sustainability 2021, 13, 194. [CrossRef]
Paper not yet in RePEc: Add citation now
- Abuzaid, A.S.; AbdelRahman, M.A.E.; Fadl, M.E.; Scopa, A. Land Degradation Vulnerability Mapping in a Newly-Reclaimed Desert Oasis in a Hyper-Arid Agro-Ecosystem Using AHP and Geospatial Techniques. Agronomy 2021, 11, 1426. [CrossRef]
Paper not yet in RePEc: Add citation now
Abuzaid, A.S.; Jahin, H.S.; Asaad, A.A.; Fadl, M.E.; AbdelRahman, M.A.E.; Scopa, A. Accumulation of Potentially Toxic Metals in Egyptian Alluvial Soils, Berseem Clover (Trifolium alexandrinum L.), and Groundwater after Long-Term Wastewater Irrigation. Agriculture 2021, 11, 713. [CrossRef]
- AL-Shdaifat, E.; Al-hassan, M.; Aloqaily, A. Effective heterogeneous ensemble classification: An alternative approach for selecting base classifiers. ICT Express 2020, 7, 342â349. [CrossRef]
Paper not yet in RePEc: Add citation now
Aldababseh, A.; Temimi, M.; Maghelal, P.; Branch, O.; Wulfmeyer, V. Multi-criteria evaluation of irrigated agriculture suitability to achieve food security in an arid environment. Sustainability 2018, 10, 803. [CrossRef]
- Alexakis, D.E.; Bathrellos, G.D.; Skilodimou, H.D.; Gamvroula, D.E. Land Suitability Mapping Using Geochemical and Spatial Analysis Methods. Appl. Sci. 2021, 11, 5404. [CrossRef]
Paper not yet in RePEc: Add citation now
- Ali, R.R.; El-Kader, A.A.A.; Essa, E.F.; AbdelRahman, M.A.E. Application of remote sensing to determine spatial changes in soil properties and wheat productivity under salinity stress. Plant Arch. 2019, 19, 616â621.
Paper not yet in RePEc: Add citation now
- Alyokhin, A.; Nault, B.; Brown, B. Soil conservation practices for insect pest management in highly disturbed agroecosystemsâA review; Special Issue: Insects in Agroecosystems, The Netherlands Entomological Society. Entomol. Exp. Appl. 2020, 168, 7â27. [CrossRef]
Paper not yet in RePEc: Add citation now
- Azzam, M.A. Land suitability evaluation for cultivation of some soils in western desert of egypt, el-minya governorate using gis and remote sensing. Int. J. Adv. Res. 2016, 4, 486â503.
Paper not yet in RePEc: Add citation now
- Bandyopadhyay, S.; Jaiswal, R.K.; Hegde, V.S.; Jayaraman, V. Assessment of land suitability potentials for agriculture using a remote sensing and GIS based approach. Int. J. Remote Sens. 2009, 30, 879â895. [CrossRef]
Paper not yet in RePEc: Add citation now
- Beek, K.J.; De Bie, K.; Driessen, P. Land information and land evaluation for land use planning and sustainable land management. Land 1997, 1, 27â44.
Paper not yet in RePEc: Add citation now
- Behrens, T.; Schmidt, K.; Zhu, A.-X.; Scholten, T. The ConMap approach for terrain-based digital soil mapping. Eur. J. Soil Sci. 2010, 61, 133â143. [CrossRef]
Paper not yet in RePEc: Add citation now
- Blaes, L.; Vanhalle, P. Defourny Efficiency of crop identification based on optical and SAR image time series. Remote Sens. Environ. 2005, 96, 352â365. [CrossRef]
Paper not yet in RePEc: Add citation now
- Blake, L. Protection and Pest Management; Extension Implementation Program Grant No. 2017-70006-27200/Project Accession No. 1014037; The USDA National Institute of Food and Agriculture: Washington, DC, USA, 2019.
Paper not yet in RePEc: Add citation now
- Casasnovas, M.J.; Martin-Monetero, A.; Casterad, M.A. Mapping multi-year cropping patterns in small irrigation districts from time series analysis of Landsat TM images. Eur. J. Agron. 2005, 23, 159â169. [CrossRef]
Paper not yet in RePEc: Add citation now
- Dif, A.E.A. An Economic Study about Beet Sugar Manufacturing and Producing at Sharkia Governorate. Egypt. J. Agric. Econ. 2016, 26, 395â404.
Paper not yet in RePEc: Add citation now
- Freden, S.C.; Mercanti, E.P.; Becker, M.A. (Eds.) Third Earth Resources Technology Satellite-1 Symposium; NASA Science and Technology Information: Washington, DC, USA, 1973; Volume 1, pp. 309â317.
Paper not yet in RePEc: Add citation now
- Hütt, C.; Koppe, W.; Miao, Y.; Bareth, G. Best accuracy land use/land cover (LULC) classification to derive crop types using multitemporal, multisensor, and multi-polarization SAR satellite images. Remote Sens. 2006, 8, 684. [CrossRef]
Paper not yet in RePEc: Add citation now
- Halder, J.C. Land suitability assessment for crop cultivation by using remote sensing and GIS. J. Geogr. Geol. 2013, 5, 65. [CrossRef]
Paper not yet in RePEc: Add citation now
- Hamadttu, A.F.E. Insect Pest Management in Organic Farming System, Multifunctionality and Impacts of Organic and Conventional Agriculture; Moudrý, J., Mendes, K.F., Bernas, J., da Teixeira, R.S., de Sousa, R.N., Eds.; IntechOpen: London, UK, 2019.
Paper not yet in RePEc: Add citation now
- He, Y.; Yao, Y.; Chen, Y.; Ongaro, L. Regional land suitability assessment for tree crops using remote sensing and GIS. In Proceedings of the IEEE Computer Distributed Control and Intelligent Environmental Monitoring (CDCIEM), Changsha, China, 19â20 February 2011; pp. 354â363.
Paper not yet in RePEc: Add citation now
- Huete, A.A. Soil-adjusted vegetation index (SAVI). Remote Sens. Environ. 1988, 25, 295â309. [CrossRef]
Paper not yet in RePEc: Add citation now
- Jamil, M.; Sajjad, H. Deriving cropping system efficiency pattern using remote sensing and GIS: A case study of Bijnor district, India. Int. J. Adv. Remote Sens. GIS Geogr. 2016, 4, 27â40.
Paper not yet in RePEc: Add citation now
- Jayanth, J.; Aravind, R.; Amulya, C.M. Classification of Crops and Crop Rotation Using Remote Sensing and GIS-Based Approach: A Case Study of Doddakawalande Hobli, Nanjangudu Taluk. J. Indian Soc. Remote Sens. 2021. [CrossRef]
Paper not yet in RePEc: Add citation now
- Khaledian, Y.; Miller, B.A. Selecting appropriate machine learning methods for digital soil mapping. Appl. Math. Model. 2020, 81, 401â418. [CrossRef]
Paper not yet in RePEc: Add citation now
- Kornblyu, E.A.; Smirnova, S.F. FAO Guidelines for Soil Profile Description. Sov. Soil Sci.-USSR 2006, 2, 762.
Paper not yet in RePEc: Add citation now
Lenz-Wiedemann, V.I.S.; Klar, C.W.; Schneider, K. Development and test of a crop growth model for application within a Global Change decision support system. Ecol. Model. 2010, 221, 314â329. [CrossRef]
- Leteinturier, B.; Herman, J.; Longueville, F.D.; Quintin, L.; Oger, R. Adaptation of a crop sequence indicator based on a land parcel management system. Agric. Ecosyst. Environ. 2006, 112, 324â334. [CrossRef]
Paper not yet in RePEc: Add citation now
- Lorenz, M.; Fürst, C.; Thiel, E. A methodological approach for deriving regional crop rotations as basis for the assessment of the impact of agricultural strategies using soil erosion as example. J. Environ. Manag. 2013, 127, S37âS47. [CrossRef]
Paper not yet in RePEc: Add citation now
- Mahmoudzadeh, H.; Matinfar, H.R.; Taghizadeh-Mehrjardi, R.; Kerry, R. Spatial prediction of soil organic carbon using machine learning techniques in western Iran. Geoderma Reg. 2020, 21, e00260. [CrossRef]
Paper not yet in RePEc: Add citation now
- Merolla, S.; Armesto, G.; Calvanese, G. A GIS application for assessing agricultural land. ITC J. 1994, 1994, 264â269.
Paper not yet in RePEc: Add citation now
- Metwaly, M.M. Sustainable Land use Planning of El-Qaa Plain, South Sinai, Egypt. J. Soil Sci. Agric. Eng. 2013, 2, 227â238.
Paper not yet in RePEc: Add citation now
- Michalopoulos, G.; Kasapi, K.A.; Koubouris, G.; Psarras, G.; Arampatzis, G.; Hatzigiannakis, E.; Kavvadias, V.; Xiloyannis, C.; Montanaro, G.; Malliaraki, S. Adaptation of Mediterranean olive groves to climate change through sustainable cultivation practices. Climate 2020, 8, 54. [CrossRef]
Paper not yet in RePEc: Add citation now
- Mohamed, A.H.; Shendi, M.M.; Awadalla, A.A.; Mahmoud, A.G.; Semida, W.M. Land suitability modeling for newly reclaimed area using GIS-based multi-criteria decision analysis. Environ. Monit. Assess. 2019, 191, 1â13. [CrossRef] Sustainability 2021, 13, 12236 21 of 21
Paper not yet in RePEc: Add citation now
Montanaro, G.; Amato, D.; Briglia, N.; Russo, C.; Nuzzo, V. Carbon Fluxes in Sustainable Tree Crops: Field, Ecosystem and Global Dimension. Sustainability 2021, 13, 8750. [CrossRef]
Mugiyo, H.; Chimonyo, V.G.P.; Sibanda, M.; Kunz, R.; Masemola, C.R.; Modi, A.T.; Mabhaudhi, T. Evaluation of Land Suitability Methods with Reference to Neglected and Underutilised Crop Species: A Scoping Review. Land 2021, 10, 125. [CrossRef]
- Nabiollahi, K.; Eskandari, S.; Taghizadeh-Mehrjardi, R.; Kerry, R.; Triantafilis, J. Assessing soil organic carbon stocks under land use change scenarios using random forest models. Carbon Manag. 2019, 10, 63â77. [CrossRef]
Paper not yet in RePEc: Add citation now
- Nabiollahi, K.; Golmohammadi, F.; Taghizadeh-Mehrjardi, R.; Kerry, R. Assessing the e_ects of slope gradient and land use change on soil quality degradation through digital mapping of soil quality indices and soil loss rate. Geoderma 2018, 318, 482â494. [CrossRef]
Paper not yet in RePEc: Add citation now
- Nabiollahi, K.; Taghizadeh-Mehrjardi, M.; Eskandari, S. Assessing and monitoring the soil quality of forested and agricultural areas using soil-quality indices and digital soil-mapping in a semi-arid environment. Arch. Agron. Soil Sci. 2018, 64, 482â494. [CrossRef]
Paper not yet in RePEc: Add citation now
- Olaya, V.A. Gentle Introduction to SAGA GIS; The SAGA User Group eV: Gottingen, Germany, 2004; p. 216.
Paper not yet in RePEc: Add citation now
- Pahlavan-Rad, M.R.; Toomanian, N.; Khormali, F.; Brungard, C.W.; Komaki, C.B.; Bogaert, P. Updating soil survey maps using random forest and conditioned Latin hypercube sampling in the loess derived soils of northern Iran. Geoderma 2014, 232, 97â106. [CrossRef]
Paper not yet in RePEc: Add citation now
- Pan, G.; Pan, J. Research in crop land suitability analysis based on GIS. In Proceedings of the International Conference on Computer and Computing Technologies in Agriculture, Beijing, China, 29â31 October 2011; Springer: Berlin/Heidelberg, Germany, 2011; pp. 314â325.
Paper not yet in RePEc: Add citation now
- Rashed, H.S.A. Classification and Mapping of Land Productivity, Capability and Suitability for Production Crops in West El-Minia Governorate, Egypt. J. Soil Sci. Agric. Eng. 2020, 11, 709â717.
Paper not yet in RePEc: Add citation now
- Rhoades, J.D.; Kandiah, A.; Mashali, A.M. The Use of Saline Waters for Crop Production; FAO Irrigation and Drainage Paper 48; FAO: Rome, Italy, 1992; Volume 133, pp. 52â67.
Paper not yet in RePEc: Add citation now
- Rouse, J.W.; Hass, R.H.; Schell, J.A.; Deering, D.W. Monitoring vegetation systems in the Great Plains with ERTS. In Technical Presentations Section A Proceedings of the NASA SP-351; Third Earth Resources Technology Satellite-Symposium; NASA Special Publication: Washington, DC, USA, 1973.
Paper not yet in RePEc: Add citation now
- Schönhart, M.; Schmid, E.; Schneider, U.A. CropRotaâA crop rotation model to support integrated land use assessments. Eur. J. Agron. 2011, 34, 263â277. [CrossRef]
Paper not yet in RePEc: Add citation now
- Seiffert, C.; Khoshgoftaar, T.M.; Hulse, J.V.; Napolitano, A. RUSBoost: Improving classification performance when training data is skewed. In Proceedings of the 2008 19th International Conference on Pattern Recognition, Tampa, FL, USA, 8â11 December 2008; pp. 1â4. Sustainability 2021, 13, 12236 20 of 21
Paper not yet in RePEc: Add citation now
- Singha, C.; Swain, K.C. Land Suitability Evaluation Criteria for Agricultural crop selection: A Review. Agric. Rev. 2016, 37, 125â132. [CrossRef]
Paper not yet in RePEc: Add citation now
- Snoek, J.; Larochelle, H.; Adams, R.P. Practical Bayesian Optimization of Machine Learning Algorithms. Adv. Neural Inf. Process. Syst. 2012, 25, 2951â2959.
Paper not yet in RePEc: Add citation now
- Sys, C.; Van Ranst, E.; Debavey, J.; Beernaert, F. Land Evaluation, Part III Crop Requirements; Agricultural Publication No. 7; General Administration for Development Cooperation: Gheut, Belgium, 1993.
Paper not yet in RePEc: Add citation now
- Sys, C.; Van Ranst, E.; Debaveye, J. Land Evaluation. Part I: Principles in Land Evaluation and Crop Production Calculations; Agricultural Publication No. 7; GADC: Brussels, Belgium, 1991.
Paper not yet in RePEc: Add citation now
- Taghizadeh-Mehrjardi, M.; Nabiollahi, K.; Kerry, R. Digital mapping of soil organic carbon at multiple depths using di_erent data mining techniques in Baneh region, Iran. Geoderma 2016, 266, 98â110. [CrossRef]
Paper not yet in RePEc: Add citation now
- Taghizadeh-Mehrjardi, M.; Nabiollahi, K.; Minasny, B.; Triantafilis, J. Comparing data mining classifiers to predict spatial distribution of USDA-family soil groups in Baneh region, Iran. Geoderma 2015, 253, 67â77. [CrossRef]
Paper not yet in RePEc: Add citation now
- Taghizadeh-Mehrjardi, R.; Nabiollahi, K.; Rasoli, L.; Kerry, R.; Scholten, T. Land Suitability Assessment and Agricultural Production Sustainability Using Machine Learning Models. Agronomy 2020, 10, 573. [CrossRef]
Paper not yet in RePEc: Add citation now
- Taghizadeh-Mehrjardi, R.; Sarmadian, F.; Minasny, B.; Triantafilis, J.; Omid, M. Digital mapping of soil classes using decision tree and auxiliary data in the Ardakan region, Iran. Arid Land Res. Manag. 2014, 213, 15â28. [CrossRef]
Paper not yet in RePEc: Add citation now
- Trigoso, D.I.; López, R.S.; Briceño, N.B.R.; López, J.O.S.; Fernández, D.G.; Oliva, M.; Huatangari, L.Q.; Murga, R.E.T.; Castillo, E.B.; Gurbillón, M..B. Land Suitability Analysis for Potato Crop in the Jucusbamba and Tincas Microwatersheds (Amazonas, NW Peru): AHP and RSâGIS Approach. Agronomy 2020, 10, 1898. [CrossRef]
Paper not yet in RePEc: Add citation now
- USDA. Keys to Soil Taxonomy, 11th ed.; The U.S. Department of Agriculture: Washington, DC, USA, 2003.
Paper not yet in RePEc: Add citation now
- Waldhoff, G.; Curdt, C.; Hoffmeister, D.; Bareth, G. Analysis of multitemporal and multisensor remote sensing data for crop rotation mapping. ISPRS Ann. Photogramm. Remote Sens. Spat. Inf. Sci. 2012, 1, 177â182. [CrossRef]
Paper not yet in RePEc: Add citation now
- Waldhoff, G.; Lussem, U.; Bareth, G. Multi-data approach for remote sensing-based regional crop rotationmapping: A case study for the Rur catchment, Germany. Int. J. Appl. Earth Obs. Geoinf. 2017, 61, 55â69. [CrossRef]
Paper not yet in RePEc: Add citation now
- Waldner, F.; Canto, G.S.; Defourny, P. Automated annual cropland mapping using knowledge-based temporal features. ISPRS J. Photogramm. Remote Sens. 2015, 110, 1â13. [CrossRef]
Paper not yet in RePEc: Add citation now
- Wilson, H.M.; Al-Kaisi, M.M. Crop rotation and nitrogen fertilization effect on soil CO2 emissions in central Iowa. Appl. Soil Ecol. 2008, 39, 264â270. [CrossRef]
Paper not yet in RePEc: Add citation now
Yao, X.; Fu, B.; Lü, Y.; Sun, F.; Wang, S.; Liu, M. Comparison of four spatial interpolation methods for estimating soil moisture in a complex terrain catchment. PLoS ONE 2013, 8, e54660. [CrossRef]
- Yossif, H.; Taher, M. Soil Classification and Optimum Agricultural Use for Some Areas at the Western Desert Fringe, El-Minia Governorate, Egypt. Alex. Sci. Exch. J. 2020, 41, 317â340. [CrossRef]
Paper not yet in RePEc: Add citation now
- Zakarya, Y.M. Land Resources Assessment Using GIS, Expert Knowledge and Remote Sensing in the Desert Environment. Ph.D. Thesis, Faculty of Agriculture, Ain Shams University, Cairo, Egypt, 2009.
Paper not yet in RePEc: Add citation now
- Zeraatpisheh, M.; Ayoubi, S.; Jafari, A.; Finke, P. Comparing the e_ciency of digital and conventional soil mapping to predict soil types in a semi-arid region in Iran. Geomorphology 2017, 285, 186â204. [CrossRef]
Paper not yet in RePEc: Add citation now