Efine areas where groundwater irrigation could be a plausible water provide resolution. A further limitation relates towards the precipitation and linked variations within the crop coefficient. Because the crop coefficient increases with the amount of precipitation, future research could investigate the implications of this by using distinctive crop coefficients across scenarios with varying precipitation. Additional, numerous from the input parameters can differ substantially, which can further affect the outcomes in numerous techniques. As the aim of this study is to create indicative information to serve as an illustrative exercise, the influence with the potential array of variation of those parameters is just not additional investigated. Nonetheless, this could be a relevant topic in future investigation efforts. Even though helpful as an intense case, the drought scenario assumes a lower-thanaverage precipitation across all months on the year. In quite a few circumstances, this could possibly only be the case through parts on the year. Nonetheless, the outcomes from the drought situation supply a valuable example of intense situations and may be especially beneficial to study on a monthly resolution. The analysis could be enhanced inside a number of ways. Analytical outputs might be enhanced with access to extra up-to-date information and facts and higher top quality datasets. Future studies ought to additional improve the introduced methodology by addressing these gaps, which includes the generation of much more granular data on groundwater tables along with the analysisISPRS Int. J. Geo-Inf. 2021, 10,22 ofof the impact on varying input parameters. Conducting sensitivity analyses on certain input parameters makes it possible for for the identification of critical aspects of which much more precise and granular data could be requested. five. Conclusions This study introduces a methodology for estimating the spatial distribution of irrigation water specifications for small-scale irrigation, through which power and energy demand estimates may be derived. As such, it contributes to existing gaps in the existing literature by supplying a methodology and information aimed at facilitating power system preparing. Access to electrical energy can allow smallholder farmers to adopt additional climate-smart agriculture and strengthen livelihoods through the Cannabicitran manufacturer application of small-scale irrigation. As such, small-scale irrigation might be instrumental in constructing resilience to climate adjust impacts, preserving biodiversity and making sure food security. A precondition to a functional irrigation technique could be the trustworthy access to electrical energy. Because the world is moving towards an increasingly electrified society and power sector, power organizing needs correct and granular information. To be able to plan the power supply sector efficiently, the demand side requirements to become appropriately understood. Because the energy sector is moving towards an increased penetration of variable renewable energy Resveratrol 3-sulfate-d4 Autophagy sources, the spatial distribution of supply and demand can facilitate the optimized arranging on the expansion on the energy sector. Even though the evaluation is usually a initially of its type with regards to scope, it offers the basis for an array of future studies, for instance the involvement of various crops and the application with the methodological framework to other countries. Additional, the study can be integrated to geospatial energy technique models including OnSSET along with the Power Access Explorer [64,65]. As an illustration, the outcomes can be applied in power technique planning models to make much more correct technique load curves, contributing to an enhanced understanding of the energy demand s.