Agricultural transformations in the arid, drought-prone region of Kachchh: People-led, market-oriented growth under adverse climatic conditions

Water availability, soil suitability, and favorable climate are the primary requirements for stable agricultural production.However, due to nonohana erratic rainfall and scarcity of irrigation water, arid regions suffer from volatile conditions for agriculture.For example, Kachchh, the westernmost district of India in Gujarat, has an arid climate,

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Imputation by feature importance (IBFI): A methodology to envelop machine learning method for imputing missing patterns in time series data.

A new methodology, imputation by feature importance (IBFI), is studied that can be applied to any machine learning method to efficiently fill in any missing or irregularly sampled data.It applies to data missing completely at random (MCAR), missing not at random (MNAR), and missing at random (MAR).IBFI utilizes the feature importance and iterativel

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