Table 39. Higher education R&D expenditures in the geosciences, atmospheric sciences, and ocean sciences, ranked by all FY 2017 geosciences, atmospheric sciences, and ocean sciences: FYs 2014–17 and by subfield for FY 2017

(Dollars in thousands)

Rank	Institution	2014		2015		2016		2017
Rank	Institution	2014		2015		2016		All geosciences, atmospheric sciences, and ocean sciences		Atmospheric science and meteorology		Geological and earth sciences		Ocean sciences and marine sciences		Geosciences, atmospheric sciences, and ocean sciences, nec
	All institutions	3,227,956		3,247,416		3,085,624		3,154,446		623,871		1,086,382		1,101,625		342,568
1	U. California, San Diego	181,434		169,678		166,470		186,827		22,577		35,783		128,467		0
2	Woods Hole Oceanographic Institution	141,788		130,315		148,593		132,686		0		0		132,686		0
3	U. Colorado Boulder	96,539		128,421		138,163		128,164		103,851		9,751		1,078		13,484
4	Colorado State U., Fort Collins	107,032		120,232		38,038		122,150		40,349		80,891		0		910
5	U. Washington, Seattle	112,403		111,208		117,932		118,763		49,400		11,995		53,340		4,028
6	Texas A&M U., College Station and Health Science Center	123,796		113,175		113,893		115,183		4,640		17,517		80,717		12,309
7	U. Hawaii, Manoa	85,355		89,563		96,094		90,909		9,676		17,354		55,848		8,031
8	Columbia U. in the City of New York	115,826		112,052		84,289		84,745		15,115		30,307		39,323		0
9	U. Alaska, Fairbanks	75,267		63,289		64,729		67,711		7,540		24,963		32,970		2,238
10	U. Texas, Austin	68,589		71,843		70,200		64,052		25		50,433		12,193		1,401
11	U. Miami	64,103		56,878		64,671		63,018		34,506		3		27,204		1,305
12	Arizona State U.	37,327		39,304		44,218		53,751		0		53,751		0		0
13	U. Wisconsin-Madison	48,810		50,144		54,306		52,105		28,265		14,809		0		9,031
14	U. New Hampshire	58,766		53,596		54,491		51,592		20,685		9,624		21,283		0
15	U. Maryland Center for Environmental Science	50,814		48,363		50,127		49,643		0		4,085		43,841		1,717
16	U. Rhode Island	38,351		40,356		43,504		49,241		169		14,903		29,939		4,230
17	Massachusetts Institute of Technology	56,763		59,351		54,193		47,798		9,890		16,331		9,012		12,565
18	U. Maryland, College Park	38,810		40,202		50,463		47,774		31,233		14,960		1,581		0
19	U. Oklahoma, Norman and Health Science Center	39,406		41,808		44,835		47,554		36,864		10,690		0		0
20	Oregon State U.	46,468		43,631		45,735		45,970		2,468		6,736		23,255		13,511
21	Pennsylvania State U., University Park and Hershey Medical Center	59,370		54,902		42,273		44,378		17,726		19,169		2,755		4,728
22	Harvard U.	34,293		31,544		37,326		37,409		772		10,390		13		26,234
23	Johns Hopkins U.^a	34,553	i	31,854	i	33,628	i	35,624	i	4,206	i	11,856	i	5,688	i	13,874	i
24	U. California, Los Angeles	24,320		29,136		32,350		35,266		7,172		20,668		0		7,426
25	C. of William and Mary and Virginia Institute of Marine Science	28,281		30,659		33,396		34,067		0		347		33,720		0
26	California Institute of Technology	23,269		29,132		32,029		33,138		7,797		23,635		92		1,614
27	U. California, Santa Barbara	25,826		32,016		32,012		30,714		0		10,970		19,741		3
28	U. Arizona	30,922		33,631		32,085		29,723		7,129		19,643		2,198		753
29	Louisiana State U., Baton Rouge	31,609		33,702		32,845		29,440		0		4,285		18,124		7,031
30	SUNY, U. Albany	6,872		9,391		17,147		29,115		27,867		1,248		0		0
31	SUNY, Stony Brook U.	27,205		30,826		28,524		28,092		1,653		5,982		20,326		131
32	Desert Research Institute	21,929		20,583		27,271		27,748		9,402		18,346		0		0
33	U. South Florida, Tampa	18,648		20,312		25,346		27,289		0		5,945		21,344		0
34	U. California, Davis	27,059		27,637		26,861		25,750		1,631		4,131		3,939		16,049
35	Rutgers, State U. New Jersey, New Brunswick	38,473		41,681		44,357		25,429		493		0		23,533		1,403
36	Princeton U.	20,498		24,049		25,990		25,374		11,818		5,852		3,830		3,874
37	U. Maine	20,343		22,189		21,622		25,031		0		7,616		17,380		35
38	U. Georgia	17,422		18,118		23,210		24,163		0		4,196		19,967		0
39	U. Southern Mississippi	21,394		17,963		24,064		23,802		0		2,311		14,883		6,608
40	U. Maryland, Baltimore County	14,716		15,794		21,300		22,836		0		16,924		5,912		0
41	U. California, Santa Cruz	23,449		22,232		20,731		22,218		0		5,997		10,030		6,191
42	U. Delaware	18,760		18,610		18,814		21,126		0		2,002		12,250		6,874
43	U. North Carolina, Chapel Hill	33,132		28,972		17,709		19,991		0		8,167		7,743		4,081
44	Florida State U.	23,480		21,682		19,820		19,668		6,001		3,896		7,837		1,934
45	North Carolina State U.	25,951		24,908		24,589		19,596		7,229		0		3,248		9,119
46	Stanford U.	33,919		32,596		17,302		16,079		128		7,124		3,924		4,903
47	U. Southern California	16,203		20,051		19,128		15,855		0		12,440		3,415		0
48	Texas A&M U.-Corpus Christi	13,782		14,531		14,629		15,697		1,145		1,090		5,376		8,086
49	U. Florida	15,170		14,765		15,833		15,350		0		8,949		5,939		462
50	U. Michigan, Ann Arbor	17,279		14,609		13,522		14,449		0		14,449		0		0
51	U. Minnesota, Twin Cities	15,088		15,007		13,960		14,204		0		14,204		0		0
52	Michigan Technological U.	16,000		15,554		13,325		13,880		1,557		468		2,265		9,590
53	U. Alabama, Huntsville	11,382		11,781		13,440		13,866		13,704		162		0		0
54	U. Pittsburgh, Pittsburgh	11,831		13,683		12,513		13,116		0		2,884		0		10,232
55	U. Kansas	17,947		18,357		15,059		12,792		443		11,400		283		666
56	George Mason U.	9,770		9,836		11,913		12,256		6,788		5,115		127		226
57	San Jose State U.	14,006		17,413		14,267		12,216		1,465		74		10,666		11
58	Georgia Institute of Technology	16,168		19,068		11,384		11,942		394		0		378		11,170
59	U. Nevada, Reno	13,199		13,530		12,115		11,868		937		10,313		0		618
60	U. Utah	12,302		12,633		13,199		11,668		500		11,168		0		0
61	U. California, Irvine	10,995		8,414		9,962		11,305		202		0		0		11,103
62	Duke U.	18,387		17,810		10,214		11,054		0		2,702		8,352		0
63	Washington State U.	7,557	i	10,614		9,811		11,001		1,178		2,368		201		7,254
64	U. Wyoming	17,898		21,371		11,830		10,877		4,287		6,590		0		0
65	Florida International U.	4,495		6,785		6,422		10,799		3,265		2,923		4,611		0
66	U. Massachusetts, Dartmouth	8,812		10,225		10,508		10,591		0		0		10,591		0
67	Colorado School of Mines	11,081		10,586		10,458		10,340		186		9,693		0		461
68	U. California, Berkeley	9,951		10,019		10,487		9,783		19		9,764		0		0
69	U. California, Riverside	9,147		8,129		8,887		9,611		0		3,557		0		6,054
70	U. Connecticut	9,488		10,348		9,385		9,289		0		388		8,901		0
71	Ohio State U.	11,517		10,700		10,523		9,090		0		9,090		0		0
72	U. Chicago	8,295		8,515		7,475		8,850		0		8,850		0		0
73	Nova Southeastern U.	5,634		5,312		9,457		8,692		0		0		8,687		5
74	U. New Mexico	5,588		5,528		6,042		8,233		950		7,283		0		0
75	West Virginia U.	9,015		10,160		13,090		7,546		0		6,016		0		1,530
76	U. Central Florida	9,132		9,540		9,875		7,337		7,282		0		55		0
77	Mississippi State U.	3,920		4,250		2,362		7,270		5,176		1,739		265		90
78	U. Wisconsin-Milwaukee	11,247		12,504		8,732		7,236		4,115		699		2,290		132
79	Montana Tech of U. Montana	6,794		6,867		7,533		7,222		0		7,222		0		0
80	Naval Postgraduate School	10,692		11,271		6,837		7,020		2,230		774		3,755		261
81	Boston U.	6,984		7,419		7,222		6,807		0		6,807		0		0
82	Texas Tech U.	12,924		12,870		13,297		6,750		583		4,879		0		1,288
83	Washington U., Saint Louis	9,374		6,066		5,649		6,642		0		6,642		0		0
84	Southern Methodist U.	11,432		6,915		7,393		6,620		0		6,620		0		0
85	U. Massachusetts, Boston	4,164		4,463		6,696		6,587		0		2,064		4,523		0
86	Yale U.	6,117		8,128		7,252		6,448		0		6,448		0		0
87	U. Puerto Rico, Mayaguez	7,033		6,988		5,783		6,403		0		623		5,780		0
88	Purdue U., West Lafayette	5,096		4,492		5,335		6,375		5,064		0		0		1,311
89	U. Illinois, Urbana-Champaign	8,446		7,214		7,211		6,303		3,994		2,309		0		0
90	U. Houston	8,039		5,656		5,365		6,124		221		5,878		22		3
91	Boston C.	6,817		6,161		6,106		6,058		5,226		832		0		0
92	U. Virginia, Charlottesville	5,560		5,873		4,898		5,916		175		0		0		5,741
93	U. North Dakota	8,648		8,499		7,348		5,793		2,621		2,979		0		193
94	Montana State U., Bozeman	11,591		10,073		5,802		5,757		0		2,065		14		3,678
95	New Mexico Institute of Mining and Technology	10,296		8,492		3,339		5,733		0		5,733		0		0
96	South Dakota State U.	4,585		6,130		5,879		5,600		0		5,600		0		0
97	Rice U.	4,000		6,013		4,775		5,491		0		5,491		0		0
98	Stevens Institute of Technology	1,177		3,872		6,146		5,324		1,250		421		663		2,990
99	U. Maryland, Eastern Shore	3,942		4,724		3,210		5,287		0		0		5,287		0
100	U. Idaho	5,683		5,219		4,765		5,241		128		5,108		0		5
101	Old Dominion U.	6,306		4,758		5,222		5,214		0		0		5,214		0
102	U. Toledo	3,349		2,715		3,228		5,178		0		4,747		0		431
103	Cornell U.	23,759		24,990		4,742		5,152		812		4,257		83		0
104	Morgan State U.	5,787		5,119		4,578		4,984		0		4,984		0		0
105	Dartmouth C.	2,961		2,972		2,030		4,904		0		4,904		0		0
106	Boise State U.	5,922		5,353		7,204		4,814		86		2,916		14		1,798
107	U. Tennessee, Knoxville	6,711		6,011		5,314		4,722		0		3,034		0		1,688
108	Humboldt State U.	1,408		4,118		4,673		4,584		0		71		1,279		3,234
109	U. North Carolina, Wilmington	4,453		4,551		3,879		4,558		22		671		3,865		0
110	Virginia Polytechnic Institute and State U.	7,515		6,107		4,385		4,503		0		4,503		0		0
111	Northern Arizona U.	7,773		10,753		9,133		4,380		36		2,301		1		2,042
112	U. Nebraska, Lincoln	3,820		3,703		3,613		4,374		0		4,374		0		0
113	U. Louisiana, Lafayette	1,801		2,146		2,254		4,333		0		2,569		90		1,674
114	U. Nevada, Las Vegas	8,504		4,254		2,541		4,280		0		4,280		0		0
115	SUNY, U. Buffalo	3,470		2,883		3,325		4,212		0		4,204		0		8
116	San Francisco State U.	6,060		5,257		4,766		4,197		195		570		3,392		40
117	U. Memphis	4,358		4,228		3,868		4,132		0		4,132		0		0
118	Northeastern U.	2,948		3,203		3,652		4,082		0		254		3,828		0
119	Hampton U.	4,244		4,977		3,537		4,080		3,210		0		57		813
120	Tarleton State U.	3,310		2,895		3,122		4,059		458		105		0		3,496
121	U. South Alabama	1,860		2,626		3,748		4,020		0		8		4,012		0
122	New Mexico State U.	2,872		1,800		3,322		4,000		122		1,264		0		2,614
123	U. Massachusetts, Amherst	4,029		4,754		3,849		3,966		0		3,966		0		0
124	Syracuse U.	1,723		2,224		1,720		3,940		0		3,853		0		87
125	Auburn U., Auburn	2,988		3,461		2,633		3,820		59		1,690		190		1,881
126	U. Arkansas, Fayetteville	2,398		2,735		3,178		3,792		326		2,676		790		0
127	Indiana U., Bloomington	5,862		4,209		3,721		3,758		2,507		624		0		627
128	Vanderbilt U. and Vanderbilt U. Medical Center	3,618		4,299		4,146		3,608		0		3,608		0		0
129	Brown U.	8,801	i	6,524	i	6,731		3,540		237		1,881		110		1,312
130	Tulane U.	1,278		591		2,781		3,409		0		3,409		0		0
131	U. South Carolina, Columbia	7,394		4,289		5,000		3,389		0		3,313		12		64
132	U. Alaska, Anchorage	3,762		4,541		2,757		3,302		271		2,071		451		509
133	Michigan State U.	2,767		2,685		2,917		3,277		0		3,002		0		275
134	Texas State U.	3,333		2,808		3,387		3,211		54		2,419		0		738
135	Iowa State U.	4,864		2,882		2,635		3,178		0		3,178		0		0
136	U. Oregon	5,008		3,687		3,770		3,166		0		2,437		698		31
137	San Diego State U.	2,117		1,983		3,362		3,091		0		1,581		630		880
138	Grand Valley State U.	3,362		3,085		2,976		3,089		0		27		0		3,062
139	U. Montana, Missoula	1,688		1,429		2,376		3,068		0		1,217		1,851		0
140	Idaho State U.	1,272		2,354		2,829		2,963		0		2,963		0		0
141	U. Texas, El Paso	5,461		5,357		3,120		2,948		0		2,927		0		21
142	Florida A&M U.	3,394		3,288		3,080		2,942		0		426		2,516		0
143	Western Washington U.	2,661		2,709		2,552		2,931		0		1,782		1,149		0
144	Oklahoma State U., Stillwater	4,448		5,673		4,690		2,889		0		2,889		0		0
145	U. Rochester	1,380		1,941		2,136		2,696		0		2,696		0		0
146	U. Kentucky	3,052		2,332		2,672		2,608		0		2,608		0		0
147	U. Guam	1,491		1,479		2,627		2,578		0		0		1,758		820
148	Rutgers, State U. New Jersey, Newark	1,946		1,439		1,203		2,525		0		2,525		0		0
149	U. New Orleans	2,624		2,919		2,602		2,488		0		2,488		0		0
150	U. California, Merced	2,920		2,286		2,576		2,459		0		2,459		0		0
151	U. Iowa	2,766		2,839		1,941		2,434		0		1,199		0		1,235
152	Air Force Institute of Technology	250		112		1,616		2,365		2,365		0		0		0
153	Ohio U.	1,144	i	2,470	i	2,237	i	2,232	i	238	i	1,994	i	0	i	0	i
154	Rochester Institute of Technology	1,987		2,155		1,983		2,212		0		0		0		2,212
155	U. Puerto Rico, Rio Piedras	4,316		5,079		2,724		2,203		0		477		0		1,726
156	Kansas State U.	756		1,220		1,867		2,184		0		2,184		0		0
157	Central Washington U.	951		1,452		1,438		2,143		0		2,143		0		0
158	Jackson State U.	1,962		1,732		1,764		2,130		0		0		0		2,130
159	Baylor U.	1,445		1,674		2,211		2,070		127		1,369		106		468
160	Portland State U.	6,603		6,580		1,411		1,999		0		1,728		0		271
161	California State U., Northridge	1,589		1,885		2,577		1,993		0		546		1,294		153
162	Alabama A&M U.	1,825	i	1,813	i	1,873	i	1,955	i	0	i	1,955	i	0	i	0	i
163	U. Pennsylvania	1,976		1,359		1,724		1,935		0		1,935		0		0
164	Pennsylvania State U., Behrend	2,136		1,653		1,897		1,885		27		27		1,831		0
165	SUNY, Binghamton U.	1,271		1,208		1,484		1,884		0		1,705		0		179
166	Rensselaer Polytechnic Institute	2,023		2,205		2,593		1,873		0		1,873		0		0
167	Northwestern U.	1,990		1,924		1,655		1,821		0		1,821		0		0
168	Florida Institute of Technology	1,402	i	2,338		1,203		1,815		108		0		1,703		4
169	U. Maryland, Baltimore	2,077		1,391		1,484		1,783		0		0		1,783		0
170	U. Mississippi	8,687		8,186		3,176		1,678		126		700		839		13
171	Coastal Carolina U.	1,805		1,603		1,460		1,617		233		100		1,014		270
172	St. Edward's U.	102		250		370		1,583		1,048		15		320		200
173	Western Michigan U. and Homer Stryker M.D. School of Medicine	1,326		982		1,378		1,575		67		1,481		27		0
174	U. New England	1,568		1,215		965		1,526		0		0		1,462		64
175	Southern Illinois U., Edwardsville	1,583		1,549		1,264		1,496		0		1,362		134		0
175	U. Alabama, Birmingham	342		8,362		2,022		1,496		1,496		0		0		0
177	Saint Louis U.	862		1,137		1,442		1,453		100		1,353		0		0
178	U. Missouri, Columbia	1,094		1,422		1,088		1,448		0		1,437		0		11
179	CUNY, City C.	1,472		1,599		1,534		1,438		0		1,438		0		0
180	Utah State U.	2,608		2,039		2,216		1,431		1,431		0		0		0
181	C. Charleston	1,746		1,259		1,174		1,424		85		613		726		0
182	Texas A&M U.-Kingsville	2,000		1,615		1,483		1,417		1		6		0		1,410
183	Emory U.	1,283	i	1,343		939		1,391		0		0		0		1,391
184	U. Cincinnati	1,528		1,320		1,398		1,377		0		1,377		0		0
185	U. Texas, Arlington	1,842		1,661		1,323		1,351		0		1,351		0		0
186	Western Kentucky U.	1,548		887		1,510		1,270		0		1,268		0		2
187	Appalachian State U.	940		769		743		1,268		660		605		0		3
188	SUNY, C. of Environmental Science and Forestry	1,044	i	1,053		1,369		1,264		204		712		136		212
189	Temple U.	528		828		1,250		1,229		0		1,229		0		0
190	Carnegie Mellon U.	425		348		561		1,228		0		0		0		1,228
191	Virginia Commonwealth U.	955		1,027		1,115		1,220		0		0		0		1,220
192	Oregon Health and Science U.	8,194		7,629		6,299		1,205		85		736		223		161
193	Southern Illinois U., Carbondale	1,122		1,066		1,025		1,182		0		1,182		0		0
194	U. Minnesota, Duluth	15,724		21,246		3,106		1,166		0		1,166		0		0
195	Salisbury U.	1,067		1,207		1,034		1,165		11		1,138		5		11
196	Indiana U.-Purdue U., Indianapolis	669		1,004		1,043		1,164		0		1,164		0		0
197	Lehigh U.	1,870		1,163		914		1,144		0		971		0		173
198	U. Texas Rio Grande Valley	na		na		149		1,122		5		1		984		132
199	Howard U.	1,080		2,502		3,394		1,101		0		0		1,101		0
200	U. San Diego	1,310		1,065		1,156		1,092		0		0		1,055		37
201	Rockefeller U.	776		803		807		1,086		0		0		0		1,086
202	Montclair State U.	888		693		819		1,024		0		868		156		0
203	U. Texas, San Antonio	799		1,519		893		1,018		0		1,018		0		0
204	Delaware State U.	815		725		597		980		0		0		980		0
205	Georgia State U.	496	i	544		835		971		0		971		0		0
206	SUNY, Buffalo State	608		1,354		1,376		960		0		101		0		859
207	Kent State U.	490		616		594		940		0		805		0		135
208	U. Texas, Dallas	940		810		1,541		920		0		658		162		100
209	Clark U.	1,618		2,165		940		909		0		294		371		244
210	California Polytechnic State U., San Luis Obispo	1,133		915		795		882		0		0		882		0
211	Case Western Reserve U.	843		893		740		877		0		877		0		0
212	U. Alabama, Tuscaloosa	823		903		1,597		828		0		791		0		37
213	George Washington U.	1,441		1,140		667		821		0		246		0		575
214	California State U., Sacramento	176		357		696		798		0		798		0		0
215	CUNY, Hunter C.	1,455		1,205		1,328		794		0		794		0		0
216	U. Massachusetts, Lowell	417		472		469		787		0		787		0		0
217	CUNY, Brooklyn C.	237		572		655		784		0		784		0		0
218	Alaska Pacific U.	ne		855		929		781		0		72		709		0
219	Roger Williams U.	687		693		458		753		0		0		201		552
220	U. Washington, Tacoma	0		1,557		705		746		0		0		746		0
221	James Madison U.	1,159		649		429		745		0		686		0		59
222	California State U., Monterey Bay	1,721		1,963		1,491		740		43		136		561		0
223	East Carolina U.	1,449		1,778		2,057		738		59		287		392		0
224	U. North Texas, Denton	762		1,036		230		698		0		698		0		0
225	Bowling Green State U.	942		147		531		657		0		475		182		0
226	U. Illinois, Chicago	2,903		2,193		346		650		0		650		0		0
227	Western Carolina U.	197		358		503		637		0		40		597		0
228	Brigham Young U., Provo	370		464		586		627		0		627		0		0
229	North Dakota State U.	541		705		439		612		0		612		0		0
230	Wright State U.	564		681		800		594		0		594		0		0
231	Plymouth State U.	836		810		813		582		390		186		6		0
231	U. Missouri, Kansas City	179		356		612		582		35		547		0		0
233	Florida Gulf Coast U.	1,074		709		654		555		0		16		262		277
234	Illinois State U.	96		331		490		546		0		546		0		0
235	U. North Carolina, Asheville	679		561		812		545		107		25		0		413
236	CUNY, Queens C.	932		754		479		541		0		541		0		0
237	U.S. Naval Academy	467		378		687		531		0		0		531		0
238	Towson U.	133		166		151		528		0		528		0		0
238	U. Hawaii, Hilo	240		433		446		528		282		246		0		0
240	U. Alaska, Southeast	1,102		1,130		195		526		0		56		470		0
241	SUNY, C. Plattsburgh	533		531		622		521		41		0		480		0
242	Colgate U.	336		336		450		520		0		202		0		318
243	Miami U.	1,166		1,212		513		514		18		496		0		0
244	Middlebury C.	218		313		159		512		0		512		0		0
245	Central Michigan U.	559		432		395		501		37		449		6		9
246	Oberlin C.	325		241		219		500		0		500		0		0
247	U. Washington, Bothell	510		737		419		485		485		0		0		0
248	Savannah State U.	1,079		977		987		479		0		157		322		0
249	U. Colorado Denver and Anschutz Medical Campus	318		98		243		477		284		193		0		0
250	Georgia Southern U.	322		374		416		476		0		476		0		0
251	New York U.	5,158		904		145		468		0		468		0		0
252	Pomona C.	730		620		648		453		0		394		0		59
253	CUNY, Advanced Science Research Center	na		0		ne		446		0		446		0		0
254	Benedict C.	701		498		359		439		0		439		0		0
255	Villanova U.	75		148		308		437		0		0		0		437
256	SUNY, Geneseo	218		186		411		421		0		421		0		0
257	Macalester C.	255		184		432		420		0		366		0		54
257	U. of the Virgin Islands	4,073	i	0		0		420		24		12		338		46
259	Heidelberg U.	1,521		1,096		0		408		0		0		408		0
260	Florida Atlantic U.	790		584		217		405		74		0		0		331
261	Bryn Mawr C.	366		510		327		401		0		401		0		0
262	Eastern Michigan U.	55		202		397		397		30		367		0		0
263	American U.	902		542		436		396		0		0		0		396
264	North Carolina Central U.	290		226		408		395		0		395		0		0
265	California State Polytechnic U., Pomona	535		444		167		393		0		393		0		0
266	Hawaii Pacific U.	528		610		414		371		0		2		369		0
267	California State U., Fullerton	162		93		106		364		0		362		2		0
268	Rhode Island School of Design	ne		298		322	i	318	i	0	i	0	i	282	i	36	i
269	Union C., Schenectady	227		319		868		312		0		312		0		0
270	Carleton C.	2,621		134		205		304		0		304		0		0
270	U. South Dakota	161		88		179		304		12		292		0		0
272	Bowdoin C.	598		412		714		301		0		73		228		0
273	Fayetteville State U.	308		300		300		300		0		0		0		300
274	Loyola Marymount U.	408		569		0		297		0		71		0		226
275	Southern U. and A&M C., Baton Rouge	0		831		692		294		0		0		0		294
275	Wesleyan U.	446		312		344		294		0		294		0		0
277	Northern Illinois U.	1,462	i	683		458		290		0		290		0		0
278	U. Tulsa	253		195		592		279		0		279		0		0
279	California State U., Long Beach	242		435		437		276		0		276		0		0
280	Illinois Institute of Technology	185		256		168		269		121		148		0		0
281	Southern Connecticut State U.	326	i	211	i	105		267		0		2		116		149
282	Mount Holyoke C.	307		389		154		253		0		253		0		0
283	U. Akron	501		609		481		244		0		244		0		0
284	California State U., Bakersfield	1,012		1,339		1,530		243		0		243		0		0
285	Wayne State U.	395		587		460		235		0		235		0		0
286	U. South Carolina, Aiken	22	i	28		0		233		0		0		0		233
287	North Carolina Agricultural and Technical State U.	528		392		324		230		9		0		198		23
288	U. Minnesota, Morris	150		98		271		229		0		229		0		0
289	Bucknell U.	266		212		228	i	228	i	0	i	157	i	0	i	71	i
290	Lewis and Clark C.	599		498		430		225		62		163		0		0
291	Rider U.	206	i	188		177		220		0		116		69		35
292	Hobart and William Smith Colleges	433		217		ne		218		84		108		0		26
293	Stephen F. Austin State U.	304		302		237		216		0		216		0		0
293	William Paterson U.	ne		ne		108		216		0		116		0		100
295	Franklin and Marshall C.	287		309		204		215		0		215		0		0
295	U.S. Military Academy	0		0		114		215		0		0		0		215
297	U. North Carolina, general administration	ne		20		0		214		0		0		214		0
298	Tufts U.	192		160		107		212		0		50		115		47
299	Valparaiso U.	0		0		213		210	i	209	i	0	i	0	i	1	i
300	Chapman U.	1,040		651		357		209		172		0		37		0
301	New C. Florida	0		ne		ne		208		0		208		0		0
302	U. North Carolina, Charlotte	517		213		306		207		0		207		0		0
303	SUNY, C. Brockport	99		37		132		206		3		203		0		0
304	Texas Christian U.	655		610		308		204		0		204		0		0
305	Northeastern Illinois U.	61		ne		ne		200		0		200		0		0
306	Murray State U.	261		264		189		193		0		193		0		0
307	CUNY, Baruch C.	79		41		169		190		0		3		184		3
308	Embry-Riddle Aeronautical U.	534		490		217		189		189		0		0		0
308	U. of the District of Columbia	320		53		124		189		0		189		0		0
308	Williams C.	141		250		185		189		0		186		0		3
311	U. San Francisco	121		183		98		187		58		129		0		0
312	Middle Tennessee State U.	198		290		174		183		0		183		0		0
313	Texas Southern U.	59		130		0		176		0		154		22		0
314	U. Northern Iowa	182		242		204		174		0		9		0		165
315	Rowan U.	244		117		10		172		69		103		0		0
316	Indiana U. Pennsylvania	61		ne		67		171		0		171		0		0
317	Bates C.	494		427		206		167		0		158		9		0
318	West Texas A&M U.	256		103		0		161		0		96		0		65
319	Colorado C.	217		318		52		160		0		160		0		0
320	Texas A&M International U.	101		72		89		152		0		152		0		0
320	U. Louisville	265		235		263		152		133		6		0		13
322	U. Wisconsin-Stevens Point	199	i	170	i	142	i	148	i	0	i	148	i	0	i	0	i
323	U. Louisiana, Monroe	5		7		63		147		147		0		0		0
324	U. Vermont	806		1,038		290		141		0		141		0		0
325	U. North Georgia	ne		ne		ne		134		0		39		0		95
326	Occidental C.	378		268		155		133		0		133		0		0
327	Furman U.	6		117		161		132		0		132		0		0
328	Austin Peay State U.	1		4		0		131		0		0		131		0
328	California State U., Chico	374		330		468		131		0		131		0		0
330	U. North Florida	64		46		78		128		0		0		0		128
331	Trinity U.	216		183		245		125		0		125		0		0
332	Des Moines U.	0		ne		190		124		0		124		0		0
332	U. Colorado Colorado Springs	234		222		187		124		92		32		0		0
334	Eastern Connecticut State U.	133		129		64		123		0		76		0		47
335	C. Wooster	153		276	i	ne		110		75		35		0		0
336	Duquesne U.	261		187		220		109		0		109		0		0
336	Gallaudet U.	139		79		143		109		0		1		108		0
336	Norwich U.	109		135		110		109		0		83		0		26
339	Gettysburg C.	ne		ne		ne		108		5	i	25	i	72	i	6	i
340	Georgetown U.	2		53		77		107		107		0		0		0
341	Skidmore C.	177		256		115		103		0		97		0		6
342	Claflin U.	0		0		97		101		0		101		0		0
342	Keene State C.	260		59		ne		101		0		84		17		0
344	California State U., Fresno	160		145		133		100		0		100		0		0
345	Missouri State U.	35		15		26		99		0		99		0		0
345	U. Denver	0		0		40		99		0		99		0		0
347	Bentley U.	ne		ne		ne		96		0		46		0		50
347	Elizabeth City State U.	228		205		128		96		0		96		0		0
347	Western Illinois U.	59		86		ne		96		0		96		0		0
350	Indiana State U.	190		188		123		94		0		94		0		0
351	Amherst C.	180		129		138		92		0		92		0		0
352	Central Connecticut State U.	0		0		51		91		2		89		0		0
353	Claremont McKenna C.	403	i	ne		51		88		0		5		83		0
353	U. Wisconsin-Oshkosh	101	i	94	i	ne		88	i	0	i	88	i	0	i	0	i
355	Hamilton C.	82		80		128		87		0		87		0		0
355	West Chester U. Pennsylvania	0		79		97		87		29		58		0		0
357	U. Nebraska, Omaha	73		32		74		86		0		6		0		80
358	U. of St. Thomas (MN)	10		ne		31		85		0		85		0		0
359	Louisiana Tech U.	78		88		87		84		0		0		0		84
360	Wichita State U.	313		373		49		82		0		82		0		0
361	Colby C.	134		220		50		81		0		81		0		0
362	U. Wisconsin-Green Bay	145	i	149	i	88	i	78	i	0	i	78	i	0	i	0	i
363	U. Dayton	165		106		194		77		0		56		0		21
364	U. Richmond	125		136		115		75		0		75		0		0
364	Willamette U.	52		89		36		75		0		40		35		0
366	California State U., San Bernardino	166		54		41		72		0		72		0		0
367	Albion C.	ne		ne		ne		64		0		64		0		0
367	Smith C.	262		100		49		64		0		64		0		0
369	CUNY, Graduate Center	49		15		75	i	62		0		62		0		0
369	U. Wisconsin-Eau Claire	38		ne		90		62		0		62		0		0
371	Mercyhurst U.	84		32		60		60	i	0	i	60	i	0	i	0	i
372	Marshall U.	182		126		476		58		0		0		0		58
373	California State U., Channel Islands	315		311		0		56		0		0		56		0
374	Northern Michigan U.	ne		ne		137		55		0		55		0		0
375	CUNY, system office	61		1		0		54		0		0		54		0
375	U. Metropolitana	0		128		109		54		0		0		0		54
377	Tougaloo C.	0		0		0		52		52		0		0		0
378	Angelo State U.	0		ne		ne		50		0		50		0		0
379	CUNY, Medgar Evers C.	0		0		ne		49		16		33		0		0
380	Central State U.	192		176		110		45		19		26		0		0
380	Eastern Washington U.	44		36		35		45		0		45		0		0
382	U. Northern Colorado	229		187		45		42		0		42		0		0
382	U. West Florida	0		0		7		42		0		42		0		0
384	U. Arkansas, Little Rock	370		210		185		40		0		40		0		0
385	SUNY, Oswego	ne		ne		ne		39		29		10		0		0
386	Lake Superior State U.	ne		155		88		35		35		0		0		0
387	U. Wisconsin-La Crosse	40		36		50		34		0		34		0		0
388	CUNY, Lehman C.	10		12		18		33		0		33		0		0
389	SUNY, Polytechnic Institute	0		0		1		31		0		31		0		0
390	Lafayette C.	89		75		41		30		0		30		0		0
391	Virginia State U.	0		48		97		28		28		0		0		0
392	Albany State U.	40		53		49		27		27		0		0		0
392	Tennessee Technological U.	10		1		6		27		0		27		0		0
394	Ball State U.	24		27		44		22		0		22		0		0
394	Christopher Newport U.	81		5		30		22		0		0		22		0
396	Allegheny C.	ne		ne		61		21		0		21		0		0
396	Barnard C.	121		86		25		21		0		0		0		21
396	Dickinson C.	307		171		444		21		0		3		18		0
399	Hofstra U.	129		63		38		20		0		20		0		0
400	C. of Saint Benedict	12		10		69		17		0		0		0		17
400	Indiana U.-Purdue U., Fort Wayne	11		44		65		17		0		0		0		17
402	Pepperdine U.	7		34		44		15		0		0		15		0
402	Saint John's U., Collegeville	11		9		61		15		0		0		0		15
402	Wheaton C., Wheaton	48		22		ne		15		0		15		0		0
405	California Maritime Academy	19		13		28		13		0		5		4		4
405	Calvin C.	57		7	i	5		13		0		13		0		0
405	Loyola U., Chicago	838		912		0		13		0		13		0		0
405	Morehead State U.	4		44		19		13		0		13		0		0
405	Sam Houston State U.	7		64		38		13		0		13		0		0
410	DePaul U.	84		13		27		11		0		11		0		0
410	Eastern Kentucky U.	96		123		6		11		0		11		0		0
412	Missouri U. of Science and Technology	3,111		3,426		0		9		0		9		0		0
413	Providence C.	ne		0		4		8		0		8		0		0
413	St. Olaf C.	74		43		21		8		0		8		0		0
413	U. Texas, Tyler	0		22		0		8		0		8		0		0
416	New School	0		0		38		6		0		0		5		1
416	U. Houston-Downtown	20		114		9		6		0		6		0		0
416	Youngstown State U.	25		52		1		6		0		6		0		0
419	U. Central Arkansas	0		0		0		5		0		5		0		0
419	U. Hartford	0		0		22		5		0		0		5		0
419	U. Puget Sound	ne		ne		ne		5		0		5		0		0
422	California State U., Dominguez Hills	27	i	20		2		4		0		4		0		0
423	Lamar U.	23		15		25		3		0		3		0		0
423	New Jersey City U.	ne		ne		ne		3		0		3		0		0
423	Saginaw Valley State U.	ne		254		149		3		0		3		0		0
423	U. of the Pacific	147		49		92		3		3		0		0		0
423	Winthrop U.	7		10		0		3		0		3		0		0
428	Eastern Illinois U.	ne		ne		ne		2		0		2		0		0
428	Northeast Ohio Medical U.	0		0		0		2		0		2		0		0
428	Sul Ross State U.	2		6		0		2		0		2		0		0
431	California State U., Stanislaus	6		0		0		1		0		1		0		0
431	St. Cloud State U.	185		236		22		1		1		0		0		0
	All other surveyed institutions	18,540		18,017		6,123		0		0		0		0		0

NOTES: FY 2016 R&D expenditure amounts in various fields may show increases or decreases from amounts reported in FY 2015 because of the reclassification of disciplines. See the FY 2016 Technical Notes, Appendix A (https://ncsesdata.nsf.gov/herd/2016) for specific details about discipline changes. Institutions reporting zero expenditures in ranked total for FY 2017 are not listed in this table. Tied institutions are ranked alphabetically. Ranked institutions are geographically separate campuses headed by a campus-level president or chancellor. Some campuses are part of large, multi-campus universities; some are part of state university systems. For a complete list of campuses that belong to a larger university or system and their aggregate R&D expenditures, see table 6.