out is the outlet amount of NO (mol).

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Electronic Supplementary Material (ESI) for ChemComm. This journal is The Royal Society of Chemistry 2015 Supplementary information 1.Preparation procedure of Pt-SAC and Pt-Nano catalysts The FeO x supported Pt single-atom catalyst was prepared by co-precipitation method. S1 Under stirring at 50 o C, an aqueous solution of H 2 PtCl 6 and Fe( 3 ) 3 was added dropwise to a Na 2 CO 3 solution with the ph value of the resulting solution controlled at about 8. The recovered solid was dried at 60 o C overnight and then calcined at 400 o C for 6 h. Prior to being characterized and tested, the sample was reduced in 5% H 2 /He at 250 o C for 0.5 h. The final sample was denoted as Pt-SAC. The FeO x supported Pt nano catalyst was prepared by the colloidal deposition method. The Pt nanoparticles were synthesized by the alkaline ethylene glycol method. S2 The H 2 PtCl 6 was dissolved in ethylene glycol (EG) and mixed with a solution of NaOH in EG at room temperature and then stirred at 140 C for 3 h under an atmosphere of Ar. After that, a defined amount of the Fe 2 O 3 support was added. The solution was stirred further for 3 h. The obtained sample was dried under vacuum overnight and then calcined at 400 o C for 6 h. Prior to being characterized and tested, the sample was reduced in 5% H 2 /He at 250 o C for 0.5 h. The final sample was denoted as Pt-Nano. 2. Measurements of catalytic activities Catalytic activity measurements were carried out in a fixed-bed reactor with 100 mg of a catalyst. The feed gases for the reaction of with H 2 were 2000 ppm + 2000 ppm H 2 balanced with He. Blank experiments showed no activity in the temperature range of 40-300 C. The gas flow rate was 100 ml min -1 which resulted in a space velocity of 60,000 ml h -1 g -1 cat. Before evaluation, the catalyst sample was reduced in a flow of 20 ml min -1 of 5 vol% H 2 /He at 250 o C for 30 min (for the support, the reduction temperature was chosen at 400 o C). The concentrations of, N 2 and N 2 O in the effluent gas were analyzed by an on-line gas chromatograph (Agilent 6890, Porapak Q column) using He as the carrier gas. For the H 2 -SCR detect, the standard feed was composed of 2000 ppm, 1% H 2, 1% O 2, balanced with He. In some cases, the 3% H 2 O or 10 ppm SO 2 was added. Under these conditions, the GC equipped with a thermal conductivity detector was used for analyzing the products, column A with Porapak Q was chosen for analyzing N 2 O, and column B with 13x molecular sieve (40-60 M) was used for separating H 2, N 2, O 2 and. The concentration was also monitored using a chemiluminescene x analyzer (Infralyst ELD_L). From the mass spectroscopy signals (as shown in Fig. S6), the main products were N 2 and N 2 O. Thus, the conversion of was calculated with theequation (1): X (1) The n is the inlet amount of (mol). The n out is the outlet amount of (mol). in = in out n n n in The selectivity toward N 2 was calculated with the equation (2): S N2 n N 2 = n N + n 2 N 2O (2) The n is the amount of N N 2 2 produced (mol). The n N2O is the amount of N 2 O produced (mol).

Specific reaction rates and turnover frequencies (TOF) of Pt-SAC and Pt-Nano were compared at 200 o C. For each run, the conversions were averaged and used for calculations of the specific rate. The TOF was then calculated based on the specific rate and the dispersion, which was measured by CO chemisorption at 40 o C with the assumption of the stoichiometric ratio of adsorbed CO/Pt=1. For Pt-SAC, Pt single atoms were considered as complete dispersion on FeO x. 3. Characterization techniques The Pt loadings in the catalyst samples were determined by inductively coupled plasma spectrometer (ICP-AES) on an IRIS Intrepid II XSP instrument (Thermo Electron Corporation).The Cl amounts were detected by XRF characterization. The Cl amounts were smaller than 0.02 wt% and can be neglected. X-ray Diffraction (XRD) patterns were recorded on a PW3040/60 X Pert PRO (PANalytical) diffractometer equipped with a Cu Kα radiation source (λ=0.15432 nm), operating at 40 kv and 40 ma. A continuous modewas used for collecting data in the 2θ range from 20 to 80 at a scanning speed of 10 min -1. High-angle annual dark-filed scanning transmission electron microscopy (HAADF-STEM) images were obtained on a JEOL JEM-ARM200F equipped with a CEOS probe corrector, with a guaranteed resolution of0.08 nm. Before microscopy examination, the samples after H 2 treatment were suspended in ethanol with an ultrasonic dispersionfor 5-10 minutes and then a drop of the resulting solution was dropped on a holey carbon film supported by a copper TEM grid. H 2 temperature-programmed reduction (H 2 -TPR) was performed on an Auto Chem II 2920 automatic catalyst characterization system. First, 50 mg of a catalyst was loaded into a U-shape quartz reactor and purged with He at 120 o C for 2 h to remove adsorbed carbonates and hydrates. Then, after cooling to room temperature, the flowing gas was switched to a 10 vol% H 2 /Ar, and the catalyst was heated to 900 o C at a ramping rate of 10 o C min -1. The temperature-programmed desorption (-TPD) experiment with on-line mass spectroscopy (MS) analysis were also carried out on Auto Chem II 2920 automatic catalyst characterization system. The Pt-SAC and Pt-Nano samples were reduced in situ with H 2 and then submitted to pulses of at 50 o C until adsorption saturation. Then the catalyst was heated to 900 o C under He gas flow at a ramping rate of 10 o C min -1. The effluent gases of, N 2 and N 2 O were analyzed by MS. A Temperature-programmed surface reaction (TPSR) experiment with on-line mass spectroscopy (MS) analysis was carried out as following: a 100 mg catalyst was reduced in situ with 5% H 2 /He at 200 o C for 0.5 h, and purged with He for 1 h. Then the reaction gas at a flow rate of 30 ml min -1 was introduced and the effluent gases of, N 2 and N 2 O were analyzed by MS. The gate time for MS analysis was 0.1 s for each detected component (, N 2, N 2 O, NH 3 ), equivalent to the acquisition of 2 data point per second. References:

S1 B.T. Qiao, A.Q. Wang, X.F. Yang, L.F. Allard, Z. Jiang, Y.T. Cui, J.Y. Liu, J. Li, T. Zhang, Nat. Chem. 2011, 3, 634. S2 Y. Wang, J. W. Ren, K. Deng, L. L. Gui, Y. Q. Tang, Chem. Mater.2000, 12, 1622. S3 A.M.E fstathiou, C.N. Costa, J.L.G. Fierro, International Patent 2004, WO03068390. S4 S. Park, M. Kim, E. Kim, H. Han, G. Seo, Appl. Catal. A 2011, 395,120. S5 C.N. Costa, A.M. Efstathiou, Appl. Catal. B 2007, 72, 240. S6 G. Olympiou, A. Efstathiou, Chem. Eng. J 2011, 170, 424. S7 A. Satsuma, M. Hashimoto, J. Shibata, H. Yoshida, T. Hattori, Chem. Commun. 2003, 1698. S8 R. Burch, M.D. Coleman, Appl. Catal. B 1999, 23, 115. S9 M. Itoh, K. Motoki, M. Saito, J. Iwamoto, K. Machida, Bull. Chem. Soc. Jpn. 2009, 82, 1197. S10 C.N. Costa, A.M. Efstathiou, Environ. Chem. Lett. 2004, 2, 55. S11 F. Dhainaut, S. Pietrzyk, P. Granger, J. Catal. 2008, 228. 296. S12 L. Li, F. Zhang, N. Guan, E. Schreier, M. Richter, Catal. Commun. 2008, 9, 1827. S13 T. Yoshinari, K. Sato, M. Haneda, Y. Kintaichi, H. Hamada, Appl. Catal. B 2002, 41, 157. S14 Y. Hasegawa, M. Haneda, Y. Kintaichi, H. Hamada, Appl. Catal. B 2005, 60, 41.

Table S1 Specific rates and turnover frequencies (TOF) of Pt-SAC and Pt-Nano catalysts compared with other catalyst in the reduction of by H 2. Pt loadings (wt%) Reaction conditions Pt-SAC 0.06 2000 ppm +2000 ppm H 2 Pt-Nano 1.22 2000 ppm +2000 ppm H 2 Pt-SAC 0.06 2000 ppm +1% H 2 +1% O 2 Pt/SiO 2 1.0 500 ppm +2000 ppm H 2 +6% O 2 1000 ppm +3000 Pt/TiO 2 1.0 ppm H 2 +5% O 2 +10% H 2 O Pt/MnO x 2.0 480 ppm +8000 ppm H 2 +5% O 2 Pt/MgO-CeO 2 0.1 2500 ppm +1% H 2 Pt/MgO-CeO 2 0.1 2500 ppm +1% H 2 +5% O 2 T ( o C) Specific rate (mol g Pt -1 h -1 ) TOF (s -1 ) Note 200 9.46 0.51 This work 200 1.56 0.23 This work 200 4.15 0.22 This work 140 0.055 0.032 Ref. S3 140 0.016 0.004 Ref. S3 200 0.024 - Ref. S4 200 4.32 0.28 Ref. S5 200 3.24 0.21 Ref. S5

Table S2 The conversion and N 2 selectivity over Pt-SAC and the reported Pt or other transition metal based catalysts. Metal loadings (wt%) Reaction conditions Space velocity (ml g -1 cat h -1 ) T ( o C) reduction efficiency conversion N 2 selectivity (%) (%) Note Pt-SAC 0.06 2000 ppm +2000 ppm H 2 60000 200 96 71 This work Pt-SAC 0.06 2000 ppm +2000 ppm H 2 60000 280 100 100 This work Pt-SAC 0.06 2000 ppm +1% H 2 +1% O 2 60000 240 50 58 This work Pt/MnO x 2.0 480 ppm +0.8% H 2 100000 200 95 8 Ref. S4 Pt/MgO-CeO 2 0.1 150 ppm +0.7% H 2 33000 a 180 100 92 Ref. S6 Pt/MFI 1.0 1000 ppm +5000 ppm H 2 +6.7% O 2 120000 75 37 45 Ref. S7 Pt/Al 2 O 3 1.0 500 ppm +0.2% H 2 +6% O 2 120000 140 50 50 Ref. S8 Pt/CeO 2 1.0 1000 ppm +0.4% H 2 +10% O 2 12000 100 80 40 Ref. S9 Pt/MgO-CeO 2 0.1 2500 ppm +1% H 2 +5% O 2 80000 a 150 94 80 Ref. S10 Pt/LaCoO 3 1.0 10000 ppm +10000 ppm H 2 100000 205 ~90 - Ref. S11 Pd/K 2 O-TiO 2 1.0 1000 ppm +0.6% H 2 +5% O 2 60000 164 41 76 Ref. S12 Ir/SiO 2 0.5 1000 ppm +0.3% H 2 134831 500 98 98 Ref. S13 Ir/SiO 2 0.5 Rh-Zn/SiO 2 5.0 a the unit is h -1 1000 ppm +0.3% H 2 +0.65% O 2 +20 ppm SO 2 +10% H 2 O 1000 ppm +0.6% H 2 +5% O 2 +20 ppm SO 2 +6% H 2 O 134831 300 73 61 Ref. S13 134831 300 55 86 Ref. S14

Table S3 Reducibility of Pt-SAC and Pt-Nano by H2-TPR Metal loading (wt%) H 2 consumed (μmol g cat -1 ) Peak (T/ o C) a FeO x /Pt b FeO x - 1421(361) - Pt-SAC 0.06 1700(253) 275 Pt-Nano 1.22 1426(227) 30 a The central reduction temperatures and H 2 consumption amounts. b The ratio of H 2 consumption amount for surface FeO x to surface Pt species reduction. It can reflect the reducibility of support promoted by Pt atoms.

Fe 3 O 4 Intensity/a.u. Pt(111) Pt-Nano Pt-SAC 20 30 40 50 60 70 80 2 θ/ o Fig. S1 XRD patterns of the Pt-SAC and Pt-Nano catalysts.

Fig. S2 HAADF-STEM images of Pt-SAC with different magnifications.

Fig. S3 HAADF-STEM images of Pt-Nano with different magnifications.

N 2 selectivity / % conversion / % 100 90 80 70 60 50 40 30 20 10 0 100 90 80 70 60 50 40 30 20 10 0 Pt-SAC Pt-Nano FeO x 160 200 240 280 Pt-SAC Pt-Nano 160 200 240 280 Temperature/ o C Fig. S4 conversion and N 2 selectivity with the temperatures over different catalysts. Reaction condition: 2000 ppm, 2000 ppm H 2, and balance He. Weight hourly space velocity (WHSV): 60,000 ml h -1 g cat -1.

N 2 selectivity / % conversion / % 100 90 80 70 60 50 40 30 20 10 0 100 90 80 70 60 50 40 30 20 10 0 +H 2 +O 2 +H 2 +O 2 +H 2 O +H 2 +O 2 +SO 2 40 80 120 160 200 240 280 320 360 +H 2 +O 2 +H 2 +O 2 +H 2 O +H 2 +O 2 +SO 2 40 80 120 160 200 240 280 320 360 Time / min Fig. S5 conversion and N 2 selectivity of Pt-SAC under different reaction conditions at 240 o C. Reaction conditions: 2000 ppm + 1% H 2 + 1% O 2, with or without 3% H 2 O or 10 ppm SO 2, balance He, Weight hourly space velocity (WHSV) = 60,000 ml g -1 cat h -1.

N 2 M.S. Intensity/a.u. NH 3 N 2 O 0 100 200 300 400 Time/s Fig. S6 MS analysis of product after introducing +H 2 onto the Pt-SAC catalyst.

TCD signals/a.u. Pt-Nano Pt-SAC FeO x 100 200 300 400 Temperature/ o C Fig. S7 H2-TPR results of FeO x support, Pt-SAC and Pt-Nano samples.

N 2 a Intensity/a.u. 1 st Cycle N 2 O 0 200 400 600 800 1000 1200 1400 1600 1800 N 2 Time/s b 2 nd Cycle N 2 O 0 200 400 600 800 1000 1200 1400 1600 1800 Time/s N 2 c inject N 2 O 0 200 400 600 800 1000 1200 1400 1600 1800 Time/s Fig. S8 TPSR results of +H 2 reaction on the Pt-SAC catalyst at 200 o C. (a) the freshly reduced Pt-SAC under 2000 ppm with a flow rate of 30 ml min -1 ; (b) The Pt-SAC after reaction in (a) was reduced at 200 o C for 30 min and then resubmitted to ; (c) The Pt-SAC after reaction in (b) was submitted to +H 2 for 0.5 h and then H 2 was removed.