“…We aimed to identify the major N-cycling gene families and their key environmental factors. A shotgun metagenome sequencing approach was applied to survey 6 important N-cycling processes and related functional genes ( Supplementary Text S1 ): 1) nitrogen fixation (e.g., nifH, nifD, nifK, vnfG, and vnfH ) ( Jiang et al, 2022 ; Li et al, 2022 ); 2) nitrification (e.g., amoA, amoB, amoC, and hao ) ( Wang et al, 2022 ; Liao et al, 2023 ); 3) denitrification (e.g., nirB, nirS, norC, narI and nirK, and nosZ ) ( Waldrop et al, 2023 ); 4) DNRA (e.g., napA, napB, narG, narH, narI, nrfH, nrtA, nirB, nirD, and nrfA ) ( Jiang et al, 2023 ; Waldrop et al, 2023 ); 5) ANRA (e.g., nasA, nasD, nirA, and nasE ) ( Hu et al, 2023 ; Li et al, 2023 ); and 6) anammox (e.g., nirK and nirS ) ( Tu et al, 2017 ; Wang M. et al, 2023 ; Wang X. et al, 2023 ).…”