η (mv) J (ma cm -2 ) ma cm

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J (ma cm -2 ) 250 200 150 100 50 0 253 mv@10 ma cm -2-50 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35 η (mv) Supplementary Figure 1 Polarization curve of NiSe. S1

FeO x Fe-Se Intensity (a. u.) 720 717 714 711 708 705 702 Binding energy (ev) Supplementary Figure 2 High resolution XPS Fe 2p3/2 spectra for Ni x Fe 1-x Se 2. S2

Supplementary Figure 3 SEM images of NiFe LDH grown on Ni foam. Scale bar: a, 10 µm; b, 1 µm. S3

Supplementary Figure 4 Elemental mapping images of Ni x Fe 1-x Se 2. S4

a J (ma cm -2 ) 300 200 100 0 x=1 x=0.9 x=0.8 x=0.67-100 -0.05 0.00 0.05 0.10 0.15 0.20 0.25 0.30 η (V) b η (V ) 0.26 0.24 0.22 0.20 0.18 x=1; 54 mv dec -1 x=0.67; 31 mv dec -1 x=0.9; 29 mv dec -1 x=0.8; 28 mv dec -1 0.8 1.0 1.2 1.4 1.6 Log (J /ma cm -2 ) Supplementary Figure 5 Electrochemical characterizations of Ni x Fe 1-x Se 2 -DO (x=1, 0.9, 0.8, and 0.67). a, Polarization curves; b, Tafel plots. S5

Supplementary Figure 6 Structural comparison of NiFe LDH and Ni x Fe 1-x Se 2 -DO. a and b, SEM images of NiFe LDH and Ni x Fe 1-x Se 2 -DO. c and d, TEM images showing the highly porous nanoplates consisting of ultrathin nanosheets. Scale bars: a, 1 µm; b, 1 µm; c, 50 nm; d, 10 nm. S6

dv/dlog(w) (cm 3 g -1 nm -1 ) 0.20 0.15 0.10 0.05 0.00 NiFe LDH Ni x Fe 1-x Se 2 -DO Quantity absorbed (cm 3 g -1 ) 100 80 60 40 20 0 0.0 0.2 0.4 0.6 0.8 1.0 Relative pressure (P/P 0 ) 10 100 Pore width (nm) Supplementary Figure 7 Pore size distribution (BJH model) of NiFe LDH and Ni x Fe 1-x Se 2 -DO. Inset shows the N2 adsorption-desorption isotherm. S7

Supplementary Table 1. Comparison of catalytic performance with reported Ni, NiFe based catalysts and IrO 2 nanoparticles. Materials Support Electrolyte Loading (mg cm -2 ) ƞ @10 ma cm -2 (mv) J @250 mv (ma cm -2 ) Tafel solpe Ni x Fe 1-x Se 2 -DO Ni foam 1M KOH ~4.1 195 ~262 28 This NiSe 2 -DO Ni foam 1M KOH ~4.1 241 15 54 This NiFe LDH Ni foam 1M KOH ~8.3 244 16 32 This Reff work work work Ni 3 Se 2 Cu foam 1M KOH 3 284 ~4 80 Ni 3 Se 2 Ni foam 0.3M KOH / ~270 ~6 99 NiSe Ni foam 1M KOH 2.8 ~251 7.3 64 1 2 3 NiFe hydroxides Ni foam 1M KOH / 245 15 28 NiFe LDH Ni foam 1M KOH / 240 ~10 / NiFe LDH Ni foam 1M KOH ~1 256 7.6 50 NiFe LDH Ni foam 1M KOH 1 224 33 53 4 5 6 7 NiFe LDH/CNT CFP 1M KOH 0.25 ~247 12 31 NiFe LDH/r-GO Ni foam 1M KOH 0.25/1 200/210 100 40 NiFe LDH/r-GO Ni foam 1M KOH 0.25 195 257 39 8 9 10 EG/Co 0.85 Se/NiFe Griphite 1M KOH 4 203 67 57 11 LDH foil IrO 2 Ni foam 1M KOH 0.7 285 1.7 46 IrO 2 CFP 1M KOH 3.3 264 5 47 12 13 Carbon fiber paper denoted as CFP; Assume that all the metal elements remained in the final selenides derived oxides. S8

Supplementary Methods Materials Nickel nitrate hexahydrate (Ni(NO 3 ) 2 6H 2 O, 99%, Fluka), iron(ii) sulfate heptahydrate (FeSO 4 7H 2 O, 99%, Sigma-Aldrich), ammonium fluoride (NH 4 F, 98%, Sigma-Aldrich), urea (CO(NH 2 ) 2, 99%, Acros), selenium powder (Se, 99.5%,Acros), sodium hydroxide (NaOH, REACTOLAB SA), hydrazine monohydrate (N 2 H 4 H 2 O, 64-65 wt %, Sigma-Aldrich) and N, N- dimethylformamide (DMF, C 3 H 7 NO, 99.8%, Sigma-Aldrich) were all used as received without any purification. Nickel foam (purity 95%, porosity 95%, thickness 1.6 mm, bulk density 0.45 g cm -3, GoodFellow Cambridge Ltd.) was cleaned ultrasonically for ten minutes with acetone and then with HCl (37 wt%) solution, and subsequently washed with water and ethanol. Deionized water (>18 MΩ cm resistivity) obtained from a Milli-Q integral water purification system (Merck Millipore Corporation) was used throughout all experiments. Faradaic Efficiency Test The measurements of O 2 were performed using an Ocean Optics Multifrequency Phase Fluorimeter (MFPF-100) with a FOXY-OR 125 probe. A linear 2-point calibration curve was created using air (20.9% O 2 ) and a sealed glass cell that had been purged with N 2 for more than 2 hours (0% O 2 ). Electrolysis experiments were performed in an airtight H shape cell. The platinum counter electrode was inserted into one side of the cell. The modified working electrode, an Ag/AgCl reference electrode (has a potential of 0.197 V vs. NHE) and a magnetic stirring bar were inserted in the other side. The cell was filled with 1 M KOH solution until the head space of the compartment containing the working electrode is about 7.9 ml. The oxygen probe was inserted into this head space. The cell was purged with nitrogen for 20 min, and the O 2 concentration in the headspace was then monitored for 5 h to establish a baseline. A constant oxidation current density of 14 ma cm -2 was passed for 6.5 h. The faradaic yield was calculated from the total amount of charge Q (C) passed through the cell and the total amount of oxygen produced n O2 (mol). Q = t/1000 (C), where t is the time (s) for the constant oxidation current. The total amount of oxygen produced was measured using the MFPF-100 with a FOXY 125 probe. Assuming that four electrons are needed to produce one O 2 molecule, the Faradaic efficiency can be calculated as follows: Faradaic efficiency = 4F n O2 /Q =4000F n O2 /t, where F is the Faraday constant. S9

Supplementary References 1 Shi, J. L., Hu, J. M., Luo, Y. L., Sun, X. P. & Asiri, A. M. Ni3Se2 film as a non-precious metal bifunctional electrocatalyst for efficient water splitting. Catal Sci Technol 5, 4954-4958 (2015). 2 Swesi, A. T., Masud, J. & Nath, M. Nickel selenide as a high-efficiency catalyst for oxygen evolution reaction. Energy Environ Sci, 9, 1771-1782 (2016). 3 Tang, C., Cheng, N., Pu, Z., Xing, W. & Sun, X. NiSe Nanowire Film Supported on Nickel Foam: An Efficient and Stable 3D Bifunctional Electrode for Full Water Splitting. Angew. Chem.Int. Ed. 54, 9351-9355 (2015). 4 Lu, X. Y. & Zhao, C. A. Electrodeposition of hierarchically structured three-dimensional nickel-iron electrodes for efficient oxygen evolution at high current densities. Nat Commun 6, doi: 10.1038/Ncomms7616 (2015). 5 Luo, J. S. et al. Water photolysis at 12.3% efficiency via perovskite photovoltaics and Earth-abundant catalysts. Science 345, 1593-1596 (2014). 6 Lu, Z. et al. Three-dimensional NiFe layered double hydroxide film for high-efficiency oxygen evolution reaction. Chem Commun 50, 6479-6482 (2014). 7 Li, Z. H. et al. Fast electrosynthesis of Fe-containing layered double hydroxide arrays toward highly efficient electrocatalytic oxidation reactions. Chem Sci 6, 6624-6631 (2015). 8 Gong, M. et al. An Advanced Ni-Fe Layered Double Hydroxide Electrocatalyst for Water Oxidation. J. Am. Chem. Soc. 135, 8452-8455 (2013). 9 Ma, W. et al. A Superlattice of Alternately Stacked Ni-Fe Hydroxide Nanosheets and Graphene for Efficient Splitting of Water. Acs Nano 9, 1977-1984 (2015). 10 Long, X. et al. A Strongly Coupled Graphene and FeNi Double Hydroxide Hybrid as an Excellent Electrocatalyst for the Oxygen Evolution Reaction. Angew. Chem. Int.Ed. 53, 7584-7588 (2014). 11 Hou, Y. et al. Vertically oriented cobalt selenide/nife layered-double-hydroxide nanosheets supported on exfoliated graphene foil: an efficient 3D electrode for overall water splitting. Energy Environ Sci 9, 478-483 (2016). 12 Yan, X. D. et al. From Water Oxidation to Reduction: Transformation from NixCo3-xO4 Nanowires to NiCo/NiCoOx Heterostructures. ACS Appl. Mater. Interfaces 8, 3208-3214 (2016). 13 Wang, P., Song, F., Amal, R., Ng, Y. H. & Hu, X. Efficient Water Splitting Catalyzed by Cobalt Phosphide-Based Nanoneedle Arrays Supported on Carbon Cloth. ChemSusChem 9, 472-477 (2016). S10