John G Ullman & Associates 13F-HR Quarterly holdings report by institutional manager

The Securities and Exchange Commission has not necessarily reviewed the information in this filing and has not determined if it is accurate and complete.
The reader should not assume that the information is accurate and complete.

UNITED STATES SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
FORM 13F

FORM 13F INFORMATION TABLE

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COLUMN 1	COLUMN 2	COLUMN 3	COLUMN 4	COLUMN 5			COLUMN 6	COLUMN 7	COLUMN 8
			VALUE	SHRS OR	SH/	PUT/	INVESTMENT	OTHER	VOTING AUTHORITY
NAME OF ISSUER	TITLE OF CLASS	CUSIP	(x$1000)	PRN AMT	PRN	CALL	DISCRETION	MANAGER	SOLE	SHARED	NONE
3M CO MMM	COM	88579Y101	3,250	21,575	SH		SOLE		0	0	21,575
ABBOTT LABORATORIES ABT	COM	002824100	1,583	35,248	SH		SOLE		0	0	35,248
ADVANCED MICRO DEVICES AMD	COM	007903107	29	10,000	SH		SOLE		0	0	10,000
AECOM ACM	COM	00766T100	1,679	55,900	SH		SOLE		0	0	55,900
AEGION CORP AEGN	COM	00770F104	1,847	95,652	SH		SOLE		0	0	95,652
AKAMAI TECHNOLOGIES INC AKAM	COM	00971T101	2,229	42,350	SH		SOLE		0	0	42,350
ALPHABET INC-CL A GOOGL	COM	02079K305	1,361	1,749	SH		SOLE		0	0	1,749
ALPHABET INC-CL C GOOG	COM	02079K107	1,323	1,743	SH		SOLE		0	0	1,743
AMERICAN CAPITAL LTD ACAS	COM	02503Y103	1,556	112,855	SH		SOLE		0	0	112,855
AMERICAN DEFENSE SYSTEMS INC A	COM	025351107	0	50,000	SH		SOLE		0	0	50,000
AMERICAN SOFTWARE INC-CL A AMS	COM	029683109	3,259	320,116	SH		SOLE		0	0	320,116
AMGEN INC AMGN	COM	031162100	3,535	21,774	SH		SOLE		0	0	21,774
ANALOG DEVICES INC ADI	COM	032654105	2,006	36,266	SH		SOLE		0	0	36,266
APPLE INC AAPL	COM	037833100	671	6,377	SH		SOLE		0	0	6,377
APPLIED MATERIALS INC AMAT	COM	038222105	7,510	402,260	SH		SOLE		0	0	402,260
ARCHER-DANIELS-MIDLAND CO ADM	COM	039483102	3,829	104,400	SH		SOLE		0	0	104,400
ARGAN INC AGX	COM	04010E109	1,369	42,250	SH		SOLE		0	0	42,250
AVALON RARE METALS INC AVLNF	COM	053470100	2	18,750	SH		SOLE		0	0	18,750
BANK OF NOVA SCOTIA BNS	COM	064149107	1,893	46,800	SH		SOLE		0	0	46,800
BAXALTA INC BXLT	COM	07177M103	2,242	57,455	SH		SOLE		0	0	57,455
BAXTER INTERNATIONAL INC BAX	COM	071813109	490	12,856	SH		SOLE		0	0	12,856
BCE INC BCE	COM	05534B760	8,082	209,278	SH		SOLE		0	0	209,278
BRISTOL-MYERS SQUIBB CO BMY	COM	110122108	10,275	149,364	SH		SOLE		0	0	149,364
BROOKS AUTOMATION INC BRKS	COM	114340102	7,504	702,590	SH		SOLE		0	0	702,590
CHEMUNG FINANCIAL CORP CHMG	COM	164024101	2,526	91,837	SH		SOLE		0	0	91,837
CIENA CORP CIEN	COM	171779309	2,810	135,800	SH		SOLE		0	0	135,800
CISCO SYSTEMS INC CSCO	COM	17275R102	7,073	260,465	SH		SOLE		0	0	260,465
COCA-COLA CO/THE KO	COM	191216100	17,767	413,577	SH		SOLE		0	0	413,577
COMMUNITY BANK SYSTEM INC CBU	COM	203607106	234	5,864	SH		SOLE		0	0	5,864
CORNING INC GLW	COM	219350105	21,276	1,163,919	SH		SOLE		0	0	1,163,919
DENTSPLY INTERNATIONAL INC XRA	COM	249030107	3,319	54,550	SH		SOLE		0	0	54,550
DOUGLAS DYNAMICS INC PLOW	COM	25960R105	1,296	61,521	SH		SOLE		0	0	61,521
DUKE ENERGY CORP DUK	COM	26441C204	3,962	55,494	SH		SOLE		0	0	55,494
ELMIRA SAVINGS BANK ESBK	COM	289660102	897	45,128	SH		SOLE		0	0	45,128
EMC CORP/MA EMC	COM	268648102	4,707	183,300	SH		SOLE		0	0	183,300
EMCOR GROUP INC EME	COM	29084Q100	1,023	21,300	SH		SOLE		0	0	21,300
EMERSON ELECTRIC CO EMR	COM	291011104	15,107	315,843	SH		SOLE		0	0	315,843
ENTEGRIS INC ENTG	COM	29362U104	580	43,694	SH		SOLE		0	0	43,694
EXELON CORP EXC	COM	30161N101	5,084	183,080	SH		SOLE		0	0	183,080
EXXON MOBIL CORP XOM	COM	30231G102	16,306	209,179	SH		SOLE		0	0	209,179
FLOWSERVE CORP FLS	COM	34354P105	2,304	54,750	SH		SOLE		0	0	54,750
GENERAL ELECTRIC CO GE	COM	369604103	1,603	51,467	SH		SOLE		0	0	51,467
GENERAL MOTORS CO GM	COM	37045V100	3,456	101,612	SH		SOLE		0	0	101,612
GLAXOSMITHKLINE PLC-SPON ADR G	COM	37733W105	9,097	225,455	SH		SOLE		0	0	225,455
GRANITE CONSTRUCTION INC GVA	COM	387328107	13,821	322,102	SH		SOLE		0	0	322,102
GREAT PLAINS ENERGY INC GXP	COM	391164100	8,452	309,495	SH		SOLE		0	0	309,495
HALLIBURTON CO HAL	COM	406216101	1,878	55,184	SH		SOLE		0	0	55,184
HARDINGE INC HDNG	COM	412324303	956	102,543	SH		SOLE		0	0	102,543
HONEYWELL INTERNATIONAL INC HO	COM	438516106	7,268	70,178	SH		SOLE		0	0	70,178
IDACORP INC IDA	COM	451107106	7,592	111,645	SH		SOLE		0	0	111,645
INGERSOLL-RAND PLC IR	COM	G47791101	5,762	104,220	SH		SOLE		0	0	104,220
INPHI CORP IPHI	COM	45772F107	392	14,500	SH		SOLE		0	0	14,500
INTEL CORP INTC	COM	458140100	12,804	371,675	SH		SOLE		0	0	371,675
INTL BUSINESS MACHINES CORP IB	COM	459200101	9,680	70,339	SH		SOLE		0	0	70,339
INTL SPEEDWAY CORP-CL A ISCA	COM	460335201	239	7,079	SH		SOLE		0	0	7,079
IXYS CORPORATION IXYS	COM	46600W106	234	18,500	SH		SOLE		0	0	18,500
JOHNSON & JOHNSON JNJ	COM	478160104	28,220	274,732	SH		SOLE		0	0	274,732
KAPSTONE PAPER AND PACKAGING K	COM	48562P103	2,266	100,300	SH		SOLE		0	0	100,300
LANDEC CORP LNDC	COM	514766104	2,165	183,000	SH		SOLE		0	0	183,000
LINDSAY CORP LNN	COM	535555106	11,128	153,700	SH		SOLE		0	0	153,700
MANHATTAN SCIENTIFICS INC MHTX	COM	563122100	10	145,000	SH		SOLE		0	0	145,000
MDU RESOURCES GROUP INC MDU	COM	552690109	4,852	264,825	SH		SOLE		0	0	264,825
MEDTRONIC PLC MDT	COM	G5960L103	4,713	61,266	SH		SOLE		0	0	61,266
MENTOR GRAPHICS CORP MENT	COM	587200106	2,046	111,100	SH		SOLE		0	0	111,100
MERCK & CO. INC. MRK	COM	58933Y105	11,770	222,832	SH		SOLE		0	0	222,832
MICRON TECHNOLOGY INC MU	COM	595112103	1,402	99,000	SH		SOLE		0	0	99,000
MICROSOFT CORP MSFT	COM	594918104	6,647	119,817	SH		SOLE		0	0	119,817
MONSANTO CO MON	COM	61166W101	4,363	44,290	SH		SOLE		0	0	44,290
MOSAIC CO/THE MOS	COM	61945C103	1,404	50,875	SH		SOLE		0	0	50,875
NEOGEN CORP NEOG	COM	640491106	2,433	43,046	SH		SOLE		0	0	43,046
NEXTERA ENERGY INC NEE	COM	65339F101	5,058	48,685	SH		SOLE		0	0	48,685
NORTHWESTERN CORP NWE	COM	668074305	784	14,450	SH		SOLE		0	0	14,450
OGE ENERGY CORP OGE	COM	670837103	3,831	145,735	SH		SOLE		0	0	145,735
ORBOTECH LTD ORBK	COM	M75253100	1,731	78,242	SH		SOLE		0	0	78,242
OTTER TAIL CORP OTTR	COM	689648103	5,530	207,664	SH		SOLE		0	0	207,664
PAYCHEX INC PAYX	COM	704326107	202	3,825	SH		SOLE		0	0	3,825
PENN WEST PETROLEUM LTD PWE	COM	707887105	14	16,150	SH		SOLE		0	0	16,150
PEPSICO INC PEP	COM	713448108	207	2,070	SH		SOLE		0	0	2,070
PFIZER INC PFE	COM	717081103	15,058	466,482	SH		SOLE		0	0	466,482
PORTLAND GENERAL ELECTRIC CO P	COM	736508847	4,037	111,010	SH		SOLE		0	0	111,010
PRICELINE GROUP INC/THE PCLN	COM	741503403	1,657	1,300	SH		SOLE		0	0	1,300
PUBLIC SERVICE ENTERPRISE GP P	COM	744573106	2,560	66,160	SH		SOLE		0	0	66,160
QUEST DIAGNOSTICS INC DGX	COM	74834L100	2,716	38,176	SH		SOLE		0	0	38,176
REGENERON PHARMACEUTICALS REGN	COM	75886F107	565	1,041	SH		SOLE		0	0	1,041
SCHLUMBERGER LTD SLB	COM	806857108	11,442	164,044	SH		SOLE		0	0	164,044
SPDR S&P REGIONAL BANKING KRE	COM	78464A698	2,350	56,050	SH		SOLE		0	0	56,050
ST JUDE MEDICAL INC STJ	COM	790849103	1,371	22,190	SH		SOLE		0	0	22,190
STRYKER CORP SYK	COM	863667101	1,180	12,700	SH		SOLE		0	0	12,700
SUN HYDRAULICS CORP SNHY	COM	866942105	3,478	109,625	SH		SOLE		0	0	109,625
SUPERVALU INC SVU	COM	868536103	68	10,000	SH		SOLE		0	0	10,000
SWISS HELVETIA FUND SWZ	COM	870875101	602	57,025	SH		SOLE		0	0	57,025
SYNGENTA AG-ADR SYT	COM	87160A100	1,118	14,200	SH		SOLE		0	0	14,200
TE CONNECTIVITY LTD TEL	COM	H84989104	609	9,425	SH		SOLE		0	0	9,425
THERMO FISHER SCIENTIFIC INC T	COM	883556102	4,129	29,109	SH		SOLE		0	0	29,109
TOMPKINS FINANCIAL CORP TMP	COM	890110109	1,514	26,958	SH		SOLE		0	0	26,958
TRANSCANADA CORP TRP	COM	89353D107	1,647	50,550	SH		SOLE		0	0	50,550
VERIZON COMMUNICATIONS INC VZ	COM	92343V104	238	5,157	SH		SOLE		0	0	5,157
WAL-MART STORES INC WMT	COM	931142103	8,236	134,350	SH		SOLE		0	0	134,350
WALT DISNEY CO/THE DIS	COM	254687106	3,003	28,575	SH		SOLE		0	0	28,575
WATTS WATER TECHNOLOGIES-A WTS	COM	942749102	793	15,975	SH		SOLE		0	0	15,975
XEROX CORP XRX	COM	984121103	2,755	259,150	SH		SOLE		0	0	259,150
XYLEM INC XYL	COM	98419M100	1,637	44,850	SH		SOLE		0	0	44,850
ZIMMER BIOMET HOLDINGS INC ZBH	COM	98956P102	1,407	13,710	SH		SOLE		0	0	13,710
ROYAL HAWAIIAN ORCHARDS LP NNU	LTD	78028T100	534	171,627	SH		SOLE		0	0	171,627
NOVARTIS AG-SPONSORED ADR NVS	ADR	66987V109	4,380	50,908	SH		SOLE		0	0	50,908
GUGGENHEIM S&P GLOBAL WATER CG	ETF	18383Q507	2,889	106,450	SH		SOLE		0	0	106,450
ISHARES CORE U.S. AGGREGATE AG	ETF	464287226	536	4,961	SH		SOLE		0	0	4,961
ISHARES MSCI AUSTRALIA ETF EWA	ETF	464286103	1,376	72,600	SH		SOLE		0	0	72,600
ISHARES MSCI CANADA ETF EWC	ETF	464286509	1,793	83,400	SH		SOLE		0	0	83,400
ISHARES MSCI EMERG MKT MIN V E	ETF	464286533	4,252	87,375	SH		SOLE		0	0	87,375
ISHARES MSCI SINGAPORE ETF EWS	ETF	464286673	3,939	383,210	SH		SOLE		0	0	383,210
MARKET VECTORS VIETNAM ETF VNM	ETF	57060U761	192	13,000	SH		SOLE		0	0	13,000
POWERSHARES WILDERH CLEAN EN P	ETF	73935X500	107	22,500	SH		SOLE		0	0	22,500
VANGUARD S&P 500 ETF VOO	ETF	922908363	227	1,216	SH		SOLE		0	0	1,216
VANGUARD SHORT-TERM BOND ETF B	ETF	921937827	359	4,510	SH		SOLE		0	0	4,510