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Explora: Environment
            and Resource                                                             Climate suitability of AWD practice



            values (1 – 5  mm/day), there is excess water balance,   organic-rich soils for nutrient availability and improves
            hence unsuitable for AWD practice. With the increasing   soil water retention, which is key for paddy rice growth
            water scarcity issues in Uganda due to climate variability   and survival during the non-flooded periods of AWD
            and prolonged droughts, AWD would optimize irrigation   practice. 25,48  On the contrary, the excess OCS can lead to
            water use, reducing dependence on erratic rainfall. Our   increased methane emissions. Likewise, AW is the major
            findings indicate that AWD is suitable for all dry seasons   determinant of AWD suitability, affecting the soil’s ability
            and during the rainy season when precipitation is below   to retain and supply water to crops between irrigation
            20 mm/day. This is significant for large schemes, including   cycles. Higher AW ensures sufficient soil moisture for rice
            Kibimba and Doho, to improve water management and   growth within the non-flooded cycles of AWD practice.
            paddy rice expansion to meet the growing demand.   Therefore, areas with high AW show greater resilience to
                                                               periodic drying phases with AWD application.
              Nevertheless, groundwater table interactions with AWD
            irrigation practice play a critical role in water management,   In addition, the soil texture influences water retention
            soil aeration, and crop health. AWD drying and re-wetting   and percolation. The soils with low AW (e.g., sandy soils)
            cycles influence groundwater recharge and soil moisture   drain quickly, affecting the irrigation frequency of AWD
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            dynamics. With the shallow groundwater table, capillary   to minimize crop stress.  Our findings suggest that AWD
            rise can supplement rice water requirements, reducing   works best in soils with a moderate AW range, balancing
            the need for irrigation. However, in regions with deep   water retention with adequate drainage to prevent over-
            groundwater  tables, the effectiveness of AWD depends   saturation. This is a characteristic of clay and sandy clay
            heavily on precipitation and percolation rates. Our findings   loam soils with high water-holding capacity and balance
            indicate  that  AWD  is  more  suitable  when  percolation   between water retention and drainage.
            rates exceed 5  mm/day and precipitation ≤20  mm/day,   Our study on climate AWD suitability in Uganda
            enhancing  optimal  soil  moisture  retention and  aeration   aligns perfectly with several studies conducted in Asia
            while minimizing excess water loss. In addition, AWD   and West Africa, highlighting its global relevance as a
            reduces methane emissions through periodic oxygenation   climate-smart water management strategy for paddy rice
                                                         34
            of the soil and reduces anaerobic decomposition.    cultivation. Compared to traditional flooding (CF), AWD
            However, its impact on groundwater levels varies by   has been extensively studied and promoted as a sustainable
            soil type and climatic conditions, which is missing in   water management technique in Asia, particularly in the
            Uganda. This necessitates local assessments of the effect   Philippines, Thailand, and Indonesia. Studies by Sander
            of AWD and groundwater interactions to optimize AWD   et al.  found that AWD reduced methane emissions
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            implementation in different ecological zones.      by 48% in the Philippines while maintaining or even
              On the other hand, the potential suitability of the   improving rice yields. Likewise, a study in Thailand
            “locations” distribution was influenced by the “predictors”   reported a significant reduction in methane and nitrous
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            importance and sensitivity analysis. Our findings show   oxide emissions without compromising rice productivity.
            that CRFVOL, OCS, the accessible water (AW), EXK   These studies support our findings that AWD suitability
            and TWI and rainfall of the warmest quarter (BIO18)   was linked to precipitation levels and soil percolation rates
            were the top predictors that significantly influenced   and is crucial given the increasing water scarcity in Uganda
            the suitability of AWD practice. These findings differ   due to climate variability. 9
            slightly from research by Sander  et al.,  in which the   Similarly, percolation rate is a critical factor in
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            suitability was primarily affected by precipitation and soil   determining AWD suitability where soils with high
            percolation rates. The reliability test of the distribution   clay contents and low percolation rates have low water
            model (Figure 3), Jackknife test (Figure 4) and response   drainage, which leads to waterlogging (creating anaerobic
            curves indicate that coarse fragments of CRFVOL show a   conditions) and increases methane emissions. Moreover,
            decrease in AWD suitability with a maximum value of 75%   high percolation rates (>5 mm/day) improve soil aeration,
            and a rapid decrease between 0% and 5%. Similarly, OCS   reducing  methane  emissions  and  allowing  rice  roots  to
            has a peak suitability value of up to 100% at 10 tons/ha.   access moisture while preventing prolonged flooding.
                                                                                                             8
            The peak suitability is associated with a soil clay content   These, together with TWI, determine water accumulation
            of approximately 75%, a soil bulk density (BDCRIM) not   in the fields. The high TWI values indicated low-lying
            exceeding 175 kg/m , and a reduction to zero suitability at   areas, where AWD was less effective due to excessive
                            3
            57 tons/ha. The BIO18 indicates the maximum suitability   water retention. Furthermore, our findings suggest that
            of AWD practice for precipitation between 96  mm and   all  constant Pot  values for  December, January, and
                                                                             pc
            425 mm. The high OCS influences microbial activities in   February (dekads 1 – 6) are typically suitable for AWD

            Volume 2 Issue 2 (2025)                         13                          doi: 10.36922/EER025040005
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