Background and aims: Effective nutrients management under various farming techniques is critical for improving maize productivity and ensuring the long-term protection of water-saving agriculture under semi-arid regions. However, the impacts have not been well documented in determining the features of soil greenhouse gas intensity (GHGI) emissions and the driving factors of nutrients fertilization is important for optimizing crop-land nutrients management under various farming techniques.Methods: The nutrients with farming techniques strategies were investigated under water-saving agriculture of maize during 2019-20 years, using the following nine treatments: BF: ridges covered with biodegradable film; CF: soil crust ridges; TF: conventional flat planting; 0: N:P at 0:0 kg ha-1, 1: N:P at 120:60 kg ha-1, 2: N:P at 280:140 kg ha-1. Results: Our results showed that the nutrients fertilization with various cultivation strategies had a significant influence on the GHG emissions. The BF2 treatment considerably increase soil water storage, soil respiration rate as a result of decreased ET rate and GHG emissions compared with the other treatments. The BF1 treatment significantly mitigated GWP, CH4, N2O, and CO2 emissions, changes in CH4, N2O, and CO2 cumulative emissions. The GHGI differently responded to nutrients with farming techniques strategies. Under the BF2 improved (25.0%) the average net GWP than that of TF2, but reduced GHGI, due to improved (18.5%) biomass productivity. The BF2 and BF1 farming methods results in greater N2O, CO2 emissions, GWP, and changes in cumulative CH4, N2O, and CO2 emissions, as a result, have an adverse effect on the soil than that of CF and TF treatments. Conclusions: However, obtained the higher area-scaled GWP (42.1%), WUEg (96.7%), WUEb (65.4%), and (41.1%) grain yield under the BF2 which may offset the negative environmental effects linked with climate change. Thus, it is recommended to use the BF2 treatment in water-saving agriculture under semi-arid regions for cleaner and more efficient maize production.