Five Cd(II) metal-organic frameworks (MOFs), [Cd(HL)(2)] (1), [Cd(HL)(2)(H2O)(2)] (2), [Cd-3(HL)(2) (obda)(2)] (3), [Cd-2(HL)(2)(ohmbda)(DMA)(H2O)] (4), and [Cd-2(HL)(btc)(H2O)(2)]center dot 3H(2)O (5), were prepared by reactions of Cd(NO3)(2)center dot 4H(2)O with 1-(1H-imidazol- 4-yl)-4-(4H-tetrazol-5-yl) benzene (H2L) or mixed carboxylate ancillary ligands of 1,2-benzenedicarboxylic acid (H(2)obda), 5-hydroxy-1,3-benzenedicarboxylic acid (H(2)ohmbda), and 1,3,5-benzenetricarboxylic acid (H(3)btc), respectively. Their structures have been characterized by single-crystal X-ray diffraction, elemental analysis, infrared spectroscopy (IR), thermogravimetric analysis, and powder X-ray diffraction. Compounds 1 and 2 are supramolecular isomeric frameworks without consideration of the solvent molecules. Complex 1 exhibits a binodal (3, 5)-connected two-dimensional (2D) layer structure with the point (Schlafli) symbol of (5(2). 6)(5(5).6(4).7), while complex 2 shows a 2D + 2D -> 3D (three-dimensional) framework. Complex 3 is a (3, 5, 6)-connected tetranodal 3D net with the point (Schlafli) symbol of (4.8(2))(2)(4(5).6.8(4))(2)(4(5).6(5))(2)(4(8).6(6).8). Compound 4 is a (3, 3, 8)-connected trinodal 3D net with the point (Schlafli) symbol based on a binuclear [Cd2N2O] subunit, while 5 is a 2-nodal (3, 4)-connected 2D V2O5-type network based on [Cd2N2(COO)(2)] SBU. The studies of molecular sensing properties show that the luminescent MOFs can be employed as fluorescent sensors for the detection of Fe3+ and nitro compounds. Compound 1 and 3 exhibit quenching responses for Fe3+ in dimethylformamide solution with detection limits of 2.3 x 10(-6) and 8.6 x 10(-7) M, respectively. Meanwhile, compound 5 can sense 4-nitrophenol with a detection limit as low as 5.75 x 10(-7) M.