Kalit soʻzlar:
- тупроқ маълумотлари
- рақамли технологиялар
- сунъий интеллект
- интеллектуал таҳлил
- маълумотлар базаси
- дастурий таъминот
Abstrak
Мазкур мақолада сунъий интеллект технологиялари асосида тупроқ ресурсларини тезкор, аниқ ва самарали таҳлил қилиш, баҳолаш, мониторинг қилиш юзасидан илмий асосланган тавсиялар берувчи дастурий таъминот бўйича маълумотлар баён қилинган.
Adabiyotlar
McBratney, A.B., Santos, M.M., Minasny, B., 2003. On digital soil mapping. Geoderma 117, 3, 52
Minasny, B., McBratney, A.B., Malone, B.P., Wheeler, I., 2013. Chapter one - digital mapping of soil carbon. In: Sparks, D.L. (Ed.), Advances in Agronomy. Academic Press, pp. 1, 47
Hengl, T., Heuvelink, G.B., Kempen, B., Leenaars, J.G., Walsh, M.G., Shepherd, K.D., Sila, A., MacMillan, R.A., de Jesus, J.M., Tamene, L., 2015. Mapping soil properties of Africa at 250 m resolution: random forests significantly improve current predictions. PLoS One 10, e0125814.
Malone, B.P., McBratney, A., Minasny, B., Laslett, G., 2009. Mapping continuous depth functions of soil carbon storage and available water capacity. Geoderma 154 (1–2), 138, 152.
Lacoste, M., Minasny, B., McBratney, A., Michot, D., Viaud, V., Walter, C., 2014. High resolution 3D mapping of soil organic carbon in a heterogeneous agricultural landscape. Geoderma 213, 296, 311.
Wälder, K., Wälder, O., Rinklebe, J., Menz, J., 2008. Estimation of soil properties with geostatiscal methods in floodplains. Arch. Agron. Soil Sci. 54 (3), 275, 295.
Karunaratne, S., Bishop, T., Baldock, J., Odeh, I., 2014. Catchment scale mapping of measureable soil organic carbon fractions. Geoderma 219, 14, 23.
Taghizadeh-Mehrjardi, R., Minasny, B., Sarmadian, F., Malone, B., 2014. Digital mapping of soil salinity in Ardakan region, central Iran. Geoderma 213, 15, 28.
Pahlavan-Rad, M.R., Akbarimoghaddam, A., 2018. Spatial variability of soil texture fractions and pH in a flood plain (case study from eastern Iran). Catena 160, 275, 281.
Taghizadeh-Mehrjardi, R., Nabiollahi, K., Kerry, R., 2016. Digital mapping of soil organic carbon at multiple depths using different data mining techniques in Baneh region, Iran. Geoderma 266, 98, 110.
Forkuor, G., Hounkpatin, O.K., Welp, G., Thiel, M., 2017. High resolution mapping of soil properties using remote sensing variables in South-Western Burkina Faso: a comparison of machine learning and multiple linear regression models. PLoS One 12, e 0170478.
