Cartilage spectroscopy Scientific Data NIR

cartilage · NIR

classificationregressionabsorbance

Samples 869

Wavelengths 812

Targets 12

Sources 1

Publicraw reproduciblenative split

CGL_NIR grain protein Eigenvector

cgl · NIR

regressionabsorbance

Samples 231

Wavelengths 117

Targets 4

Sources 1

Privatetoken requirednative split

ChEMBL IR Raman multiblock

chembl · mixed

classificationregression

Samples 50,000

Wavelengths 1,024

Targets 14

Sources 2

Publicraw reproducible2 sourcesnative split

CORN Eigenvector NIR

corn · NIR

regressionabsorbance

Samples 80

Wavelengths 2,100

Targets 4

Sources 3

Privatetoken required3 sources

Diesel fuels NIR Eigenvector

diesel · NIR

regression

Samples 784

Wavelengths 401

Targets 7

Sources 1

Privatetoken required

EcoSIS 2008 University of Wisconsin Biotron Fresh Leaf Spectra and Gas Exchange Leaf Traits (reflectance)

ecosis · NIR

classificationregression

Samples 87

Wavelengths 2,151

Targets 13

Sources 1

Publicraw reproducible

EcoSIS 2014 Cedar Creek ESR Grassland Biodiversity Experiment: Leaf-level Contact Data: Trait Predictions (reflectance)

ecosis · NIR

regressionabsorbance

Samples 831

Wavelengths 2,101

Targets 11

Sources 1

Privateraw reproducible

EcoSIS 2018 Cedar Creek pressed leaves (reflectance)

ecosis · NIR

classificationregressionabsorbance

Samples 332

Wavelengths 2,001

Targets 9

Sources 1

Publicraw reproducible

EcoSIS 2018 Talladega National Forest: Leaf level Reflectance Spectra and Foliar Traits (reflectance)

ecosis · NIR

classificationregression

Samples 156

Wavelengths 992

Targets 6

Sources 1

Privateraw reproducible

EcoSIS 2019 PLOSONE wheat hessian fly ms (reflectance)

ecosis · NIR

regression

Samples 74

Wavelengths 2,151

Targets 2

Sources 1

Privateraw reproducible

EcoSIS 3D LMA Canopy Level Spectra (reflectance)

ecosis · NIR

regression

Samples 59

Wavelengths 351

Targets 3

Sources 1

Privateraw reproducible

EcoSIS 3D LMA Leaf Level Spectra (reflectance)

ecosis · NIR

regressionabsorbance

Samples 1,485

Wavelengths 2,101

Targets 1

Sources 1

Privateraw reproducible

EcoSIS CABO 2018-2019 Leaf-Level Spectra (absorbance)

ecosis · NIR

classificationregression

Samples 1,971

Wavelengths 2,001

Targets 32

Sources 1

Publicraw reproducible

EcoSIS CABO 2018-2019 Leaf-Level Spectra (transmittance)

ecosis · NIR

classificationregression

Samples 1,971

Wavelengths 2,001

Targets 32

Sources 1

Publicraw reproducible

EcoSIS CABO 2018-2019 Leaf-Level Spectra v2 (absorbance)

ecosis · NIR

classificationregressionabsorbance

Samples 1,971

Wavelengths 2,001

Targets 51

Sources 1

Publicraw reproducible

EcoSIS CABO 2018-2019 Leaf-Level Spectra v2 (transmittance)

ecosis · NIR

classificationregression

Samples 1,971

Wavelengths 2,001

Targets 32

Sources 1

Publicraw reproducible

EcoSIS Calcareous grassland species over growing season at the leaf level (reflectance)

ecosis · NIR

classificationregression

Samples 1,100

Wavelengths 2,151

Targets 3

Sources 1

Privateraw reproducible

EcoSIS Canopy spectra of boreal tree species from Alberta potted tree experiment (reflectance)

ecosis · NIR

classificationregression

Samples 2,550

Wavelengths 781

Targets 3

Sources 1

Publicraw reproducible

EcoSIS Common Milkweed Leaf Responses to Water Stress and Elevated Temperature (reflectance)

ecosis · NIR

classificationregression

Samples 735

Wavelengths 2,151

Targets 19

Sources 1

Privateraw reproducible

EcoSIS Leaf and canopy spectroscopy and biochemical data of field-grown Cucurbita pepo under two stresses (reflectance)

ecosis · NIR

classificationregressionabsorbance

Samples 541

Wavelengths 2,151

Targets 13

Sources 1

Publicraw reproducible

EcoSIS Dessain project reflectance spectra (reflectance)

ecosis · NIR

classificationregression

Samples 200

Wavelengths 2,001

Targets 31

Sources 1

Publicraw reproducible

EcoSIS FAB Leaf Spectra Across a Light Gradient at Cedar Creek LTER (reflectance)

ecosis · NIR

classificationabsorbance

Samples 138

Wavelengths 2,151

Targets 4

Sources 1

Publicraw reproducible

EcoSIS Fine-scale VNIR hyperspectral canopy reflectances from Virginia successional forests (reflectance)

ecosis · NIR

classificationregressionabsorbance

Samples 2,850

Wavelengths 226

Targets 4

Sources 1

Privateraw reproducible

EcoSIS Freeze Dried Leaf Spectra and Measured Traits from the Sierra Nevada (CA) in July 2023 (reflectance)

ecosis · NIR

classificationregressionabsorbance

Samples 82

Wavelengths 2,151

Targets 16

Sources 1

Publicraw reproducible

EcoSIS Fresh-leaf CABO spectra from herbarium project (reflectance)

ecosis · NIR

classificationregression

Samples 609

Wavelengths 2,001

Targets 50

Sources 1

Publicraw reproducible

EcoSIS Fresh-leaf CABO spectra from herbarium project v2 (reflectance)

ecosis · NIR

classificationregression

Samples 609

Wavelengths 2,001

Targets 50

Sources 1

Publicraw reproducible

EcoSIS Fresh Leaf Spectra and Measured Traits from the Sierra Nevada (CA) in July 2023 (reflectance)

ecosis · NIR

classificationregressionabsorbance

Samples 35

Wavelengths 2,151

Targets 14

Sources 1

Publicraw reproducible

EcoSIS Fresh Leaf Spectra to Estimate Leaf Morphology and Biochemistry for Northern Temperate Forests (reflectance)

ecosis · NIR

classification

Samples 2,363

Wavelengths 2,151

Targets 1

Sources 1

Privateraw reproducible

EcoSIS Greater Cape Floristic Region Leaf Spectral Library (reflectance)

ecosis · NIR

classificationreflectance%

Samples 3,205

Wavelengths 500

Targets 4

Sources 1

Publicraw reproducible

EcoSIS Ground-leaf CABO spectra from herbarium project (reflectance)

ecosis · NIR

classificationregressionabsorbance

Samples 607

Wavelengths 2,001

Targets 31

Sources 1

Publicraw reproducible

EcoSIS Ground-leaf CABO spectra from herbarium project v2 (reflectance)

ecosis · NIR

classificationregressionabsorbance

Samples 607

Wavelengths 2,001

Targets 31

Sources 1

Publicraw reproducible

EcoSIS Hyperspectral leaf reflectance, biochemistry, and physiology of droughted and watered crops (reflectance)

ecosis · NIR

classificationregression

Samples 118

Wavelengths 2,151

Targets 2

Sources 1

Publicraw reproducible

EcoSIS Intact- and ground-leaf litter spectra from Cedar Creek and Minneapolis (reflectance)

ecosis · NIR

classificationregressionabsorbance

Samples 322

Wavelengths 2,001

Targets 12

Sources 1

Publicraw reproducible

EcoSIS Leaf reflectance and traits of plants sampled along a water affinity gradient (AQGRAD) (reflectance)

ecosis · NIR

classificationregressionabsorbance

Samples 190

Wavelengths 2,101

Targets 13

Sources 1

Privateraw reproducible

EcoSIS Leaf reflectance and tratis of floating and emergent macrophytes (reflectance)

ecosis · NIR

regression

Samples 325

Wavelengths 1,024

Targets 13

Sources 1

Privateraw reproducible

EcoSIS Leaf spectra of 4 plant species from Belgian dune grasslands + Rosa rugosa from the Northern Japan (reflectance)

ecosis · NIR

classificationregressionabsorbance

Samples 2,399

Wavelengths 2,051

Targets 5

Sources 1

Publicraw reproducible

EcoSIS Leaf spectra of boreal tree species from Alberta potted tree experiment (reflectance)

ecosis · NIR

classificationregression

Samples 3,235

Wavelengths 781

Targets 3

Sources 1

Publicraw reproducible

EcoSIS Leaf spectra, structural and biochemical leaf traits of eight crop species (reflectance)

ecosis · NIR

classificationregression

Samples 184

Wavelengths 2,151

Targets 46

Sources 1

Publicraw reproducible

EcoSIS NASA FFT Project Leaf Reflectance Morphology and Biochemistry for Northern Temperate Forests (reflectance)

ecosis · NIR

classificationregression

Samples 1,382

Wavelengths 2,151

Targets 9

Sources 1

Publicraw reproducible

EcoSIS NASA FFT Project Leaf Transmittance Morphology and Biochemistry for Northern Temperate Forests (transmittance)

ecosis · NIR

classificationregression

Samples 765

Wavelengths 2,151

Targets 13

Sources 1

Publicraw reproducible

EcoSIS NGEE Arctic 2017 Canopy Spectral Reflectance Seward Peninsula Alaska (reflectance)

ecosis · NIR

classification

Samples 511

Wavelengths 2,151

Targets 2

Sources 1

Publicraw reproducible

EcoSIS NGEE Arctic 2017 Leaf Spectral Reflectance Teller Watershed Seward Peninsula Alaska (reflectance)

ecosis · NIR

classificationregression

Samples 163

Wavelengths 2,151

Targets 8

Sources 1

Publicraw reproducible

EcoSIS NGEE Arctic Leaf Spectral Reflectance and Transmittance Data 2014 to 2016 Utqiagvik (Barrow) Alaska (reflectance)

ecosis · NIR

classificationregression

Samples 199

Wavelengths 2,151

Targets 10

Sources 1

Privateraw reproducible

EcoSIS NGEE Arctic Leaf Spectral Reflectance and Transmittance Data 2014 to 2016 Utqiagvik (Barrow) Alaska (transmittance)

ecosis · NIR

classification

Samples 31

Wavelengths 2,151

Targets 1

Sources 1

Privateraw reproducible

EcoSIS NGEE Arctic Leaf Spectral Reflectance Utqiagvik (Barrow) Alaska 2013 (reflectance)

ecosis · NIR

classificationregressionabsorbance

Samples 69

Wavelengths 2,151

Targets 31

Sources 1

Privateraw reproducible

EcoSIS NGEE Tropics February 2017 Leaf Spectral Reflectance Measured in Panama at the PA-SLZ Canopy Crane (reflectance)

ecosis · NIR

classificationregression

Samples 249

Wavelengths 2,151

Targets 12

Sources 1

Publicraw reproducible

EcoSIS NGEE Tropics GLiHT Puerto Rico Campaign Leaf Spectral Reflectance and Transmittance March 2017 (reflectance)

ecosis · NIR

classificationregression

Samples 302

Wavelengths 2,151

Targets 9

Sources 1

Publicraw reproducible

EcoSIS NGEE Tropics GLiHT Puerto Rico Campaign Leaf Spectral Reflectance and Transmittance March 2017 (transmittance)

ecosis · NIR

regression

Samples 222

Wavelengths 2,151

Targets 8

Sources 1

Publicraw reproducible

EcoSIS NGEE Tropics Leaf Spectral Reflectance Measured in Panama Collected February to April 2016 (reflectance)

ecosis · NIR

regression

Samples 708

Wavelengths 2,151

Targets 3

Sources 1

Publicraw reproducible

EcoSIS Oven Dried Leaf Spectra and Measured Traits from the Sierra Nevada (CA) in July 2023 (reflectance)

ecosis · NIR

classificationregressionabsorbance

Samples 83

Wavelengths 2,151

Targets 16

Sources 1

Publicraw reproducible

EcoSIS Pressed-leaf CABO spectra from herbarium project (reflectance)

ecosis · NIR

classificationregressionabsorbance

Samples 614

Wavelengths 2,001

Targets 50

Sources 1

Publicraw reproducible

EcoSIS Pressed-leaf CABO spectra from herbarium project v2 (reflectance)

ecosis · NIR

classificationregressionabsorbance

Samples 614

Wavelengths 2,001

Targets 50

Sources 1

Publicraw reproducible

EcoSIS Productivity and Characterization of Soybean Foliar Traits Under Aphid Pressure (reflectance)

ecosis · NIR

classificationregression

Samples 1,131

Wavelengths 2,151

Targets 13

Sources 1

Publicraw reproducible

EcoSIS Purdue Leaf Spectral and Functional Trait Data used in PLSR modeling v2 (reflectance)

ecosis · NIR

classification

Samples 987

Wavelengths 2,151

Targets 6

Sources 1

Privateraw reproducible

EcoSIS Seasonal measurements of photosynthesis and leaf traits in scarlet oak (reflectance)

ecosis · NIR

classificationregression

Samples 48

Wavelengths 2,151

Targets 19

Sources 1

Publicraw reproducible

EcoSIS Spectra from in situ deciduous leaves and leaves collected for nitrogen analysis throughout autumn (reflectance)

ecosis · NIR

classificationregressionreflectance%

Samples 1,013

Wavelengths 781

Targets 11

Sources 1

Privateraw reproducible

EcoSIS Spectral Characterization of Multiple Corn Varieties: West Madison Agricultural Station 2014 (reflectance)

ecosis · NIR

classification

Samples 288

Wavelengths 2,151

Targets 1

Sources 1

Privateraw reproducible

EcoSIS Tabletop leaf drydowns to relate leaf spectra and leaf water (Santa Barbara, CA) (reflectance)

ecosis · NIR

classificationregressionabsorbance

Samples 48

Wavelengths 2,151

Targets 9

Sources 1

Publicraw reproducible

EcoSIS Urban Materials Spectral Library reflectance

ecosis · NIR

classification

Samples 60

Wavelengths 256

Targets 1

Sources 1

Privateraw reproducible

EcoSIS Urban Reflectance Spectra from Santa Barbara, CA (reflectance)

ecosis · NIR

regression

Samples 1,065

Wavelengths 1,075

Targets 1

Sources 1

Privateraw reproducible

EcoSIS UW-BNL NASA HyspIRI Airborne Campaign Leaf and Canopy Spectra and Trait Data (reflectance)

ecosis · NIR

classification

Samples 2,415

Wavelengths 2,151

Targets 2

Sources 1

Publicraw reproducible

EcoSIS UW-BNL NASA HyspIRI California Airborne Campaign Ground Target Spectra (reflectance)

ecosis · NIR

classification

Samples 64

Wavelengths 2,151

Targets 1

Sources 1

Publicraw reproducible

EcoSIS Varietal Discrimination and Detection of PVY in Solanum tuberosum: Hawaii 2014 (reflectance)

ecosis · NIR

classificationabsorbance

Samples 761

Wavelengths 2,151

Targets 1

Sources 1

Privateraw reproducible

ECOSTRESS lunar tir axis 69ac2056

ecostress · other

classification

Samples 17

Wavelengths 2,124

Targets 2

Sources 1

Privateraw reproducible

ECOSTRESS manmade all axis 21e24555

ecostress · other

classificationreflectance%

Samples 14

Wavelengths 491

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS manmade all axis ec3e1c20

ecostress · other

classificationreflectance%

Samples 22

Wavelengths 536

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS manmade all axis 0d1ca66e

ecostress · other

classificationreflectance%

Samples 6

Wavelengths 551

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS manmade all axis 4a5262f7

ecostress · other

classification

Samples 3

Wavelengths 561

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS manmade tir axis 93ae36e3

ecostress · other

classification

Samples 10

Wavelengths 2,223

Targets 1

Sources 1

Privateraw reproducible

ECOSTRESS manmade tir axis 85fbc8f6

ecostress · other

classification

Samples 16

Wavelengths 2,256

Targets 1

Sources 1

Privateraw reproducible

ECOSTRESS meteorites tir axis d3032c60

ecostress · other

classification

Samples 55

Wavelengths 2,287

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS mineral all axis 20b176d4

ecostress · other

classificationreflectance%

Samples 4

Wavelengths 2,231

Targets 2

Sources 1

Privateraw reproducible

ECOSTRESS mineral all axis adc9f614

ecostress · other

classification

Samples 17

Wavelengths 2,752

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS mineral tir axis 85fbc8f6

ecostress · other

classificationreflectance%

Samples 150

Wavelengths 2,256

Targets 4

Sources 1

Privateraw reproducible

ECOSTRESS mineral tir axis 02866850

ecostress · other

classification

Samples 113

Wavelengths 2,287

Targets 5

Sources 1

Privateraw reproducible

ECOSTRESS mineral tir axis d3032c60

ecostress · other

classification

Samples 10

Wavelengths 2,287

Targets 5

Sources 1

Privateraw reproducible

ECOSTRESS mineral tir axis 02866850

ecostress · other

classificationreflectance%

Samples 125

Wavelengths 2,287

Targets 6

Sources 1

Privateraw reproducible

ECOSTRESS mineral tir axis cbf25a1b

ecostress · other

classification

Samples 2

Wavelengths 2,287

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS mineral tir axis 02866850

ecostress · other

classification

Samples 2

Wavelengths 2,287

Targets 2

Sources 1

Privateraw reproducible

ECOSTRESS mineral tir axis d3032c60

ecostress · other

classification

Samples 5

Wavelengths 2,287

Targets 2

Sources 1

Privateraw reproducible

ECOSTRESS mineral vswir axis 61f98690

ecostress · other

classificationreflectance%

Samples 148

Wavelengths 2,101

Targets 4

Sources 1

Privateraw reproducible

ECOSTRESS mineral vswir axis 158dfad5

ecostress · other

classificationreflectance%

Samples 160

Wavelengths 826

Targets 4

Sources 1

Privateraw reproducible

ECOSTRESS nonphotosyntheticvegetation tir axis d3f7b526

ecostress · other

classification

Samples 47

Wavelengths 1,736

Targets 2

Sources 1

Privateraw reproducible

ECOSTRESS nonphotosyntheticvegetation tir axis d3f7b526

ecostress · other

classification

Samples 4

Wavelengths 1,736

Targets 1

Sources 1

Privateraw reproducible

ECOSTRESS nonphotosyntheticvegetation tir axis 1389b1f1

ecostress · other

classification

Samples 7

Wavelengths 1,737

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS nonphotosyntheticvegetation vswir axis 4d4366d1

ecostress · other

classification

Samples 4

Wavelengths 2,151

Targets 1

Sources 1

Privateraw reproducible

ECOSTRESS nonphotosyntheticvegetation vswir axis 4d4366d1

ecostress · other

classificationreflectance%

Samples 54

Wavelengths 2,151

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS rock all axis d9555baa

ecostress · other

classification

Samples 9

Wavelengths 2,227

Targets 2

Sources 1

Privateraw reproducible

ECOSTRESS rock all axis 20b176d4

ecostress · other

classification

Samples 27

Wavelengths 2,231

Targets 4

Sources 1

Privateraw reproducible

ECOSTRESS rock all axis 8a8a144c

ecostress · other

classificationreflectance%

Samples 83

Wavelengths 2,257

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS rock all axis aa24fdf9

ecostress · other

classificationreflectance%

Samples 30

Wavelengths 2,530

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS rock all axis 8cf1b56d

ecostress · other

classificationabsorbance

Samples 35

Wavelengths 2,826

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS rock all axis 4cb30554

ecostress · other

classification

Samples 29

Wavelengths 2,844

Targets 2

Sources 1

Privateraw reproducible

ECOSTRESS rock all axis 5431484a

ecostress · other

classification

Samples 2

Wavelengths 2,844

Targets 5

Sources 1

Privateraw reproducible

ECOSTRESS rock all axis 1fb6fa59

ecostress · other

classificationreflectance%

Samples 46

Wavelengths 2,844

Targets 5

Sources 1

Privateraw reproducible

ECOSTRESS rock all axis 5a744ba8

ecostress · other

classification

Samples 4

Wavelengths 2,844

Targets 2

Sources 1

Privateraw reproducible

ECOSTRESS rock all axis 2228baf8

ecostress · other

classification

Samples 8

Wavelengths 2,844

Targets 5

Sources 1

Privateraw reproducible

ECOSTRESS rock all axis e7e7baa6

ecostress · other

classificationreflectance%

Samples 14

Wavelengths 2,868

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS rock all axis d24e4e1f

ecostress · other

classificationreflectance%

Samples 28

Wavelengths 2,868

Targets 4

Sources 1

Privateraw reproducible

ECOSTRESS rock all axis 66af2adc

ecostress · other

classificationreflectance%

Samples 2

Wavelengths 2,868

Targets 1

Sources 1

Privateraw reproducible

ECOSTRESS rock all axis be345a03

ecostress · other

classificationreflectance%

Samples 39

Wavelengths 2,868

Targets 5

Sources 1

Privateraw reproducible

ECOSTRESS rock all axis 8e148055

ecostress · other

classification

Samples 4

Wavelengths 2,868

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS rock all axis e2c8c295

ecostress · other

classificationreflectance%

Samples 4

Wavelengths 2,868

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS rock tir axis 16aa20e0

ecostress · other

classification

Samples 5

Wavelengths 2,148

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS rock vswir axis 61f98690

ecostress · other

classificationreflectance%

Samples 83

Wavelengths 2,101

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS soil all axis 1fb6fa59

ecostress · other

classificationreflectance%

Samples 13

Wavelengths 2,844

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS soil all axis 7258ef46

ecostress · other

classification

Samples 2

Wavelengths 2,844

Targets 2

Sources 1

Privateraw reproducible

ECOSTRESS soil all axis 5431484a

ecostress · other

classification

Samples 3

Wavelengths 2,844

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS soil all axis 2228baf8

ecostress · other

classification

Samples 7

Wavelengths 2,844

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS soil all axis e7e7baa6

ecostress · other

classification

Samples 2

Wavelengths 2,868

Targets 2

Sources 1

Privateraw reproducible

ECOSTRESS soil all axis be345a03

ecostress · other

classification

Samples 4

Wavelengths 2,868

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS soil all axis d24e4e1f

ecostress · other

classification

Samples 6

Wavelengths 2,868

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS soil tir axis 69ac2056

ecostress · other

classification

Samples 17

Wavelengths 2,124

Targets 2

Sources 1

Privateraw reproducible

ECOSTRESS soil tir axis 2895e351

ecostress · other

classification

Samples 11

Wavelengths 2,223

Targets 2

Sources 1

Privateraw reproducible

ECOSTRESS vegetation all axis 6fbcd0b0

ecostress · other

classification

Samples 3

Wavelengths 550

Targets 2

Sources 1

Privateraw reproducible

ECOSTRESS vegetation tir axis d3f7b526

ecostress · other

classification

Samples 4

Wavelengths 1,736

Targets 1

Sources 1

Privateraw reproducible

ECOSTRESS vegetation tir axis 8b6bc3b9

ecostress · other

classification

Samples 138

Wavelengths 1,737

Targets 2

Sources 1

Privateraw reproducible

ECOSTRESS vegetation tir axis 1389b1f1

ecostress · other

classification

Samples 324

Wavelengths 1,737

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS vegetation vswir axis 4d4366d1

ecostress · other

classificationreflectance%

Samples 210

Wavelengths 2,151

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS vegetation vswir axis 4d4366d1

ecostress · other

classification

Samples 325

Wavelengths 2,151

Targets 3

Sources 1

Privateraw reproducible

ECOSTRESS water all axis 21cbe3b0

ecostress · other

classificationreflectance%

Samples 4

Wavelengths 965

Targets 4

Sources 1

Privateraw reproducible

Flanagan API compounds Raman

flanagan · Raman

classification

Samples 3,510

Wavelengths 3,276

Targets 3

Sources 1

Privateraw reproducible

Grapevine LeafTraits multisensor NIR

grapevine · NIR

classificationregressionabsorbance

Samples 2,079

Wavelengths 2,759

Targets 31

Sources 4

Privatetoken required4 sourcesnative split

Malaria Anopheles gambiae oocyst NIR

malaria · NIR

regression

Samples 333

Wavelengths 2,151

Targets 1

Sources 1

Publicraw reproduciblenative split

Malaria Anopheles gambiae sporozoite NIR

malaria · NIR

regression

Samples 229

Wavelengths 2,151

Targets 1

Sources 1

Publicraw reproduciblenative split

MANURE21 NIR all chemistry targets

manure21 · NIR

regressionabsorbance

Samples 490

Wavelengths 1,003

Targets 8

Sources 1

Privatetoken requirednative split

Beer original extract OHPL NIR

ohpl · NIR

regressionabsorbance

Samples 60

Wavelengths 576

Targets 1

Sources 1

Privateraw reproduciblenative split

Soil organic matter OHPL NIR

ohpl · NIR

regressionabsorbance

Samples 108

Wavelengths 700

Targets 1

Sources 1

Privateraw reproduciblenative split

Wheat protein OHPL NIR

ohpl · NIR

regressionabsorbance

Samples 100

Wavelengths 701

Targets 1

Sources 1

Privateraw reproduciblenative split

OpenSpecy FTIR spectral library subset

openspecy · MIR

classificationabsorbance

Samples 5,000

Wavelengths 1,983

Targets 6

Sources 1

Privateraw reproducible

OpenSpecy RAMAN spectral library subset

openspecy · Raman

classificationabsorbance

Samples 5,000

Wavelengths 1,983

Targets 6

Sources 1

Privateraw reproducible

ossl afsis1 visnir soil all y

ossl · NIR

classificationregression

Samples 1,904

Wavelengths 1,076

Targets 53

Sources 1

Privateraw reproducible

ossl afsis2 mir soil all y

ossl · NIR

classificationregression

Samples 151

Wavelengths 1,701

Targets 53

Sources 1

Privateraw reproducible

ossl afsis2 visnir soil all y

ossl · NIR

classificationregression

Samples 151

Wavelengths 1,076

Targets 53

Sources 1

Privateraw reproducible

ossl cassl visnir soil all y

ossl · NIR

classificationregression

Samples 1,578

Wavelengths 1,076

Targets 53

Sources 1

Privateraw reproducible

ossl garrett visnir soil all y

ossl · NIR

classificationregression

Samples 184

Wavelengths 1,076

Targets 53

Sources 1

Privateraw reproducible

ossl icraf visnir soil all y

ossl · NIR

classificationregression

Samples 3,776

Wavelengths 1,076

Targets 53

Sources 1

Privateraw reproducible

ossl jovic mir soil all y

ossl · NIR

classificationregression

Samples 45

Wavelengths 1,701

Targets 53

Sources 1

Privateraw reproducible

ossl jovic visnir soil all y

ossl · NIR

classificationregression

Samples 135

Wavelengths 1,076

Targets 53

Sources 1

Privateraw reproducible

ossl kellogg visnir soil all y

ossl · NIR

classificationregression

Samples 85,669

Wavelengths 1,076

Targets 53

Sources 1

Privateraw reproducible

ossl lucas mir soil all y

ossl · NIR

classificationregression

Samples 40,175

Wavelengths 1,701

Targets 53

Sources 1

Privateraw reproducible

ossl lucas visnir soil all y

ossl · NIR

classificationregressionabsorbance

Samples 40,175

Wavelengths 1,076

Targets 53

Sources 1

Privateraw reproducible

ossl lucas woodwell mir soil all y

ossl · NIR

classificationregression

Samples 589

Wavelengths 1,701

Targets 53

Sources 1

Privateraw reproducible

ossl lucas woodwell visnir soil all y

ossl · NIR

classificationregressionabsorbance

Samples 589

Wavelengths 1,076

Targets 53

Sources 1

Privateraw reproducible

ossl neospectra mir soil all y

ossl · NIR

classificationregression

Samples 1,976

Wavelengths 1,701

Targets 23

Sources 1

Privateraw reproducible

ossl neospectra nir soil all y

ossl · NIR

classificationregressionabsorbance

Samples 8,151

Wavelengths 601

Targets 23

Sources 1

Privateraw reproducible

ossl schiedung visnir soil all y

ossl · NIR

classificationregression

Samples 259

Wavelengths 1,076

Targets 53

Sources 1

Privateraw reproducible

Perten cereals NIR

perten · NIR

regression

Samples 450

Wavelengths 141

Targets 2

Sources 1

Privateraw reproducible

Pharmaceutical tablets NIR Shootout Eigenvector

pharmaceutical · NIR

regression

Samples 655

Wavelengths 1,300

Targets 3

Sources 2

Privatetoken required2 sourcesnative split

FLOPP-e FTIR polymer classification

plastic · MIR

classification

Samples 195

Wavelengths 1,869

Targets 1

Sources 1

Privateraw reproducible

FLOPP FTIR polymer classification

plastic · MIR

classification

Samples 186

Wavelengths 1,869

Targets 1

Sources 1

Privateraw reproducible

PNNL/NIST Quantitative Infrared Database private-use subset

pnnl · MIR

classification

Samples 20

Wavelengths 3,527

Targets 4

Sources 1

Privateraw reproducible

RRUFF IR mineral spectral library common-axis subset

rruff · MIR

classification

Samples 347

Wavelengths 1,868

Targets 5

Sources 1

Privateraw reproducible

RRUFF RAMAN mineral spectral library common-axis subset

rruff · Raman

classification

Samples 85

Wavelengths 1,340

Targets 5

Sources 1

Privateraw reproducible

boeuf_classe_adulteration_ts

timeseries · NIR

classification

Samples 60

Wavelengths 470

Targets 1

Sources 1

Privateraw reproduciblenative split

cafe_instantane_espece_cafe_ts

timeseries · NIR

regression

Samples 56

Wavelengths 286

Targets 1

Sources 1

Privateraw reproduciblenative split

huile_olive_extra_vierge_origine_geographique_ts

timeseries · NIR

classification

Samples 60

Wavelengths 570

Targets 1

Sources 1

Privateraw reproduciblenative split

puree_fraise_authenticite_ts

timeseries · NIR

regression

Samples 983

Wavelengths 235

Targets 1

Sources 1

Privateraw reproduciblenative split

roche_type_roche_ts

timeseries · NIR

classificationreflectance%

Samples 70

Wavelengths 2,844

Targets 1

Sources 1

Privateraw reproduciblenative split

solution_eau_ethanol_bouteille_whisky_concentration_ethanol_ts

timeseries · NIR

regression

Samples 1,572

Wavelengths 1,751

Targets 1

Sources 1

Privateraw reproduciblenative split

spiritueux_whisky_bouteille_taux_ethanol_ts

timeseries · NIR

regression

Samples 1,004

Wavelengths 1,751

Targets 1

Sources 1

Privateraw reproduciblenative split

viande_espece_viande_ts

timeseries · NIR

regression

Samples 120

Wavelengths 448

Targets 1

Sources 1

Privateraw reproduciblenative split

vin_cepage_type_ts

timeseries · NIR

classification

Samples 111

Wavelengths 234

Targets 1

Sources 1

Privateraw reproduciblenative split

UCPH tablet NIR

ucph · NIR

classificationregression

Samples 310

Wavelengths 404

Targets 2

Sources 1

Privatetoken requirednative split