Cartography and modeling of major NPK elements in cereal soil in the Tiaret region

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General Introduction Chapter I: Exploration Tool I.1 Digital Soil Available N-P-K I.1.1 Working principle I.1.2 Application I.1.3 Specification 1.1.4 Usage I.1.5 Warring Part Experimental Chapter II: Practical side II. Presentation of the wilaya of Tiaret II.1 Geographic location II.2 Relief II.3 Climate II.4 Temperature II.5 Mean Temperature II.6 Precipitation II.7 Presentation of the study area II.7.1 Geographical location of Souger II.7.2 Geographical location of Rahouiya Chapter II: Experimental protocol III. Experimental protocol III.1 Site selection III.1.1 Agricultural significance III.1.2 Variability in soil properties III.1.3 Availability of data III.1.4 Ease of access III.1.5 Room for comparability Chapter IV: Materials and methods IV. Collection of soil samples IV.1.1 The first outing (Souger) IV.1.2 The second outing (Rahouiya) IV.2 Physico-chemical analysis IV.2.1 Humidity IV.2.2 Water pH measurement IV:2.2.1 Operating mode IV.2.3 Electrical conductivity IV2.3.1 Operating mode IV.2.4 Organic material IV.2.4.1 Operating mode IV.2.5 NPK major elements IV.2.5.1 Operating mode IV.3 Remote sensing part IV.3.1 QGIS 3.1.1 Map Design 3.1.2 Spatial Analysis 3.1.3 3D Visualization 3.1.4 Network Analysis 3.1.5 Time-series Analysis 3.1.6 Geospatial Statistics IV.3.2 Google Earth Engine IV.3.3 UTM Geo Map Chapter V: Results and Discussion V. Results and Discussion V.1 Physicochemical analysis V.1.1 Humidity V.1.2 Water pH measurement V.1.3 Electrical conductivity V.1.4 Organic material V.1.5 Discussion of NPK Results Conclusion

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