cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2bbb34
title: CCDC 2154875: Experimental Crystal Structure Determination

description: Related Article: Xi Wang, Fujie Liu, Tao Xu|2023|Chin.Chem.Lett.|34|107624|doi:10.1016/j.cclet.2022.06.047
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2bbb45
title: CCDC 2154876: Experimental Crystal Structure Determination

description: Related Article: Xi Wang, Fujie Liu, Tao Xu|2023|Chin.Chem.Lett.|34|107624|doi:10.1016/j.cclet.2022.06.047
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2bbb67
title: CCDC 2154878: Experimental Crystal Structure Determination

description: Related Article: Xi Wang, Fujie Liu, Tao Xu|2023|Chin.Chem.Lett.|34|107624|doi:10.1016/j.cclet.2022.06.047
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2bbb12
title: CCDC 2154873: Experimental Crystal Structure Determination

description: Related Article: Xi Wang, Fujie Liu, Tao Xu|2023|Chin.Chem.Lett.|34|107624|doi:10.1016/j.cclet.2022.06.047
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2bbb56
title: CCDC 2154877: Experimental Crystal Structure Determination

description: Related Article: Xi Wang, Fujie Liu, Tao Xu|2023|Chin.Chem.Lett.|34|107624|doi:10.1016/j.cclet.2022.06.047
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2bbb78
title: CCDC 2154879: Experimental Crystal Structure Determination

description: Related Article: Xi Wang, Fujie Liu, Tao Xu|2023|Chin.Chem.Lett.|34|107624|doi:10.1016/j.cclet.2022.06.047
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2bbb89
title: CCDC 2154880: Experimental Crystal Structure Determination

description: Related Article: Xi Wang, Fujie Liu, Tao Xu|2023|Chin.Chem.Lett.|34|107624|doi:10.1016/j.cclet.2022.06.047
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2bfgcm
title: CCDC 2157890: Experimental Crystal Structure Determination

description: Related Article: Changli He, Xiaoxue Tang, Xin He, Yuqiao Zhou, Xiaohua Liu, Xiaoming Feng|2023|Chin.Chem.Lett.|34|107487|doi:10.1016/j.cclet.2022.05.001
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2bkl6q
title: CCDC 2161853: Experimental Crystal Structure Determination

description: Related Article: Zhiguo Zhang, Xiyang Cao, Xiaoqing Song, Gang Wang, Bingbing Shi, Xiang Li, Nana Ma, Lantao Liu, Guisheng Zhang|2023|Chin.Chem.Lett.|34|107779|doi:10.1016/j.cclet.2022.107779
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2bqkxk
title: CCDC 2166649: Experimental Crystal Structure Determination

description: Related Article: Qiangqiang Jia, Ting Shao, Liang Tong, Changyuan Su, Dawei Fu, Haifeng Lu|2023|Chin.Chem.Lett.|34|107539|doi:10.1016/j.cclet.2022.05.053
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15785/sbgrid/959
title: X-Ray Diffraction data from Neoleukin-4, source of 8DZ8 structure

description: native dataset of neoleukin-4
DOI: 10.25921/mezq-c545
title: EM2040 Water Column Sonar Data Collected During F00844
DOI: 10.6084/m9.figshare.21301212
title: Geographic Data Science with R

description: Data files for the examples in the book <em>Geographic Data Science in R: Visualizing and Analyzing Environmental Change</em> by Michael C. Wimberly.
DOI: 10.6084/m9.figshare.21301212.v2
title: Geographic Data Science with R

description: Data files for the examples in the book <em>Geographic Data Science in R: Visualizing and Analyzing Environmental Change</em> by Michael C. Wimberly.
DOI: 10.6073/pasta/4932ab8562dbd705ae93479d26f2cdec
title: Jornada Basin LTER: Wireless meteorological station at NPP C-GRAV site: 5-minute summary wind and air temperature data: 2013 - ongoing

description: 5-minute summary data at NPP C-GRAV met station. Average air temperature, wind speed and wind direction are measured and calculated based on 1-second scan rate of all sensors located at an automated meteorological station installed at Jornada LTER NPP C-GRAV site. Wind speed is measured at 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature at approximate 2.5m. This climate station is operated by the Jornada LTER Program. This is an ONGOING dataset.
DOI: 10.6073/pasta/21887d3f7fcf33f03b01e96cad5288bc
title: Jornada Basin LTER: Wireless meteorological station at NPP C-GRAV site: 1-hour summary data: 2013 - ongoing

description: Hourly summary data at NPP C-GRAV met station. Average/maximum/minimum air temperature; average relative humidity and wind direction; average/maximum wind speed. These are measured and calculated based on 1-second scan rate of all sensors located at an automated meteorological station installed at Jornada LTER NPP C-GRAV site. Wind speed is measured at 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. This climate station is operated by the Jornada LTER Program. This is an ONGOING dataset.
DOI: 10.25921/4a62-1d98
title: EM710 Water Column Sonar Data Collected During F00844
DOI: 10.6073/pasta/ff434e0a05ba2d5bb97ffd6607985a48
title: Jornada Basin LTER: Wireless meteorological station at NPP C-GRAV site: 30-minute summary data: 2013 - ongoing

description: 30-minute summary data at NPP C-GRAV met station. Average air temperature, relative humidity, wind speed and wind direction are measured and calculated based on 1-second scan rate of all sensors located at an automated meteorological station installed at Jornada LTER NPP C-GRAV site. Wind speed is measured at 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. This climate station is operated by the Jornada LTER Program. This is an ONGOING dataset.
DOI: 10.22003/xfel.eu-data-003390-00
title: Revealing the heterogeneous ultrafast dynamics of liquid water using RIXS
DOI: 10.22003/xfel.eu-data-003279-00
title: Mapping the excitation-specific electron, spin and lattice dynamics in spinel Co3O4 thin films with femtosecond non-resonant emission spectroscopy and diffraction
DOI: 10.22003/xfel.eu-data-003301-00
title: Identifying excited-state bottlenecks in ligand dissociation for homogeneous C-H activation catalysis with 3d transition-metal complexes
DOI: 10.22003/xfel.eu-data-003303-00
title: Ultrafast X-ray Photon Correlation Spectroscopy - a Community Proposal - II
DOI: 10.22003/xfel.eu-data-004636-00
title: HERCULES 2023
DOI: 10.14272/vircvyopufmlml-jddklyjpsa-l/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) ()
title: InChI=1S/C26H24N2.2ClH/c1-27-17-13-21(14-18-27)9-11-24-7-3-5-23-6-4-8-25(26(23)24)12-10-22-15-19-28(2)20-16-22;;/h3-20H,1-2H3;2*1H/q+2;;/p-2/b11-9+,12-10+;;

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR) 1H NMR (500 MHz, D2O, ppm) δ = 8.46 (d, J = 6.4 Hz, 4H, HAr), 8.21 (d, J = 16.0 Hz, 2H, Hvinyl), 8.02 (d, J = 8.2 Hz, 2H, HAr), 7.84 (d, J = 6.5 Hz, 4H, HAr), 7.80 (d, J = 7.2 Hz, 2H, HAr), 7.63 (t, J = 7.7 Hz, 2H, HAr), 7.15 (d, J = 16.0 Hz, 2H, Hvinyl), 4.25 (s, 6H, CH3).
DOI: 10.14272/vircvyopufmlml-jddklyjpsa-l/chmo0000595
title: 13C nuclear magnetic resonance spectroscopy (13C NMR) ()
title: InChI=1S/C26H24N2.2ClH/c1-27-17-13-21(14-18-27)9-11-24-7-3-5-23-6-4-8-25(26(23)24)12-10-22-15-19-28(2)20-16-22;;/h3-20H,1-2H3;2*1H/q+2;;/p-2/b11-9+,12-10+;;

description: dataset for 13C nuclear magnetic resonance spectroscopy (13C NMR) 13C NMR (126 MHz, D2O, ppm) δ = 152.9 (2C, CAr), 144.4 (4C, CAr), 142.9 (2C, Cvinyl), 134.2 (1C, CAr), 133.8 (2C, CAr), 131.1 (2C, CAr), 129.6 (1C, CAr), 128.8 (2C, CAr), 126.4 (2C, CAr), 124.1 (2C, Cvinyl), 123.6 (4C, CAr), 47.0 (2C, CH3).
DOI: 10.14272/vircvyopufmlml-jddklyjpsa-l/chmo0000630
title: infrared absorption spectroscopy (IR) ()
title: InChI=1S/C26H24N2.2ClH/c1-27-17-13-21(14-18-27)9-11-24-7-3-5-23-6-4-8-25(26(23)24)12-10-22-15-19-28(2)20-16-22;;/h3-20H,1-2H3;2*1H/q+2;;/p-2/b11-9+,12-10+;;

description: dataset for infrared absorption spectroscopy (IR) IR (ATR, ṽ) = 1638 (vs), 1620 (vs), 1566 (m), 1517 (s), 1470 (m), 1376 (w), 1345 (w), 1313 (m), 1238 (w), 1206 (w), 1196 (m), 1191 (s), 1122 (w), 1051 (w), 984 (w), 969 (s), 892 (w), 882 (w), 843 (w), 829 (m), 775 (m) cm–1.
DOI: 10.14272/vircvyopufmlml-jddklyjpsa-l/chmo0000470
title: mass spectrometry (MS) ()
title: InChI=1S/C26H24N2.2ClH/c1-27-17-13-21(14-18-27)9-11-24-7-3-5-23-6-4-8-25(26(23)24)12-10-22-15-19-28(2)20-16-22;;/h3-20H,1-2H3;2*1H/q+2;;/p-2/b11-9+,12-10+;;

description: dataset for mass spectrometry (MS) ESI-MS for [C26H24N2]2+: Calc. m/z = 182.0964, found m/z = 182.0965.
DOI: 10.14272/vircvyopufmlml-jddklyjpsa-l.1
title: C26H24Cl2N2
title: InChI=1S/C26H24N2.2ClH/c1-27-17-13-21(14-18-27)9-11-24-7-3-5-23-6-4-8-25(26(23)24)12-10-22-15-19-28(2)20-16-22;;/h3-20H,1-2H3;2*1H/q+2;;/p-2/b11-9+,12-10+;;

description: This dataset contains experimental data from a sample (InChI=1S/C26H24N2.2ClH/c1-27-17-13-21(14-18-27)9-11-24-7-3-5-23-6-4-8-25(26(23)24)12-10-22-15-19-28(2)20-16-22;;/h3-20H,1-2H3;2*1H/q+2;;/p-2/b11-9+,12-10+;;). The datasets from the following experiments are available: 1H nuclear magnetic resonance spectroscopy (1H NMR) 13C nuclear magnetic resonance spectroscopy (13C NMR) infrared absorption spectroscopy (IR) mass spectrometry (MS)
DOI: 10.6073/pasta/64a9b5648fff220a150b091b55d62548
title: Jornada Basin LTER: Wireless meteorological station at NPP C-GRAV site: Daily summary data: 2013 - ongoing

description: Daily summary data at NPP C-GRAV met station. Average/maximum/minimum air temperature; average/maximum relative humidity and wind speed and average wind direction. These are measured and calculated based on 1-second scan rate of all sensors located at an automated meteorological station installed at Jornada LTER NPP C-GRAV site. Wind speed is measured at 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. This climate station is operated by the Jornada LTER Program. This is an ONGOING dataset.
DOI: 10.6073/pasta/f58cf7f1167ce9031f3642807402cdb2
title: Jornada Basin LTER: Wireless meteorological station at NPP C-GRAV site: 1-second summary precipitation data: 2013 - ongoing

description: 1-second summary precipitation data at NPP C-GRAV met station. Total precipitation per second is recorded only if there is measurable precipitation. This is recorded at an automated meteorological station installed at Jornada LTER NPP C-GRAV site.. This climate station is operated by the Jornada LTER Program. IMPORTANT: Rainfall is only recorded when a bucket tip occurs on the tipping bucket rain gauge. If there is missing data due to equipment or other problems, there will be no indication of this within this dataset. The user needs to review precipitation values in the 30 minute or hourly summary datasets to determine if there are missing data in this 1 second detailed precipitation dataset. Reference the package i.d.'s knb-lter-jrn.210437017, knb-lter-jrn.210437032, and knb-lter-jrn.210437047 for the NPP C-GRAV met station 30 minute, hourly, and daily summary datasets, respectively. This is an ONGOING dataset.
DOI: 10.14272/mbtcrvjgafpejm-uhfffaoysa-n.1
title: 2-methyl-9H-pyrido[3,4-b]indol-2-ium;chloride
title: InChI=1S/C12H10N2.ClH/c1-14-7-6-10-9-4-2-3-5-11(9)13-12(10)8-14;/h2-8H,1H3;1H

description: This dataset contains experimental data from a sample (2-methyl-9H-pyrido[3,4-b]indol-2-ium;chloride, InChI=1S/C12H10N2.ClH/c1-14-7-6-10-9-4-2-3-5-11(9)13-12(10)8-14;/h2-8H,1H3;1H). The datasets from the following experiments are available: 1H nuclear magnetic resonance spectroscopy (1H NMR) 13C nuclear magnetic resonance spectroscopy (13C NMR) infrared absorption spectroscopy (IR) mass spectrometry (MS)
DOI: 10.5519/qd.ln0pi8km
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (199 records)
DOI: 10.14272/mbtcrvjgafpejm-uhfffaoysa-n/chmo0000595
title: 13C nuclear magnetic resonance spectroscopy (13C NMR) (2-methyl-9H-pyrido[3,4-b]indol-2-ium;chloride)
title: InChI=1S/C12H10N2.ClH/c1-14-7-6-10-9-4-2-3-5-11(9)13-12(10)8-14;/h2-8H,1H3;1H

description: dataset for 13C nuclear magnetic resonance spectroscopy (13C NMR) 13C NMR (126 MHz, D2O, ppm) δ = 143.6 (1C, CAr), 134.8 (1C, CAr), 132.6 (1C, CAr), 132.4 (1C, CAr), 131.9 (1C, CAr), 129.0 (1C, CAr), 122.7 (1C, CAr), 121.6 (1C, CAr), 118.9 (1C, CAr), 117.2 (1C, CAr), 112.5 (1C, CAr), 47.6 (1C, CH3).
DOI: 10.14272/mbtcrvjgafpejm-uhfffaoysa-n/chmo0000470
title: mass spectrometry (MS) (2-methyl-9H-pyrido[3,4-b]indol-2-ium;chloride)
title: InChI=1S/C12H10N2.ClH/c1-14-7-6-10-9-4-2-3-5-11(9)13-12(10)8-14;/h2-8H,1H3;1H

description: dataset for mass spectrometry (MS) ESI-MS for [C12H11N2]+: Calc. m/z = 183.0917, found m/z = 183.0917.
DOI: 10.14272/mbtcrvjgafpejm-uhfffaoysa-n/chmo0000630
title: infrared absorption spectroscopy (IR) (2-methyl-9H-pyrido[3,4-b]indol-2-ium;chloride)
title: InChI=1S/C12H10N2.ClH/c1-14-7-6-10-9-4-2-3-5-11(9)13-12(10)8-14;/h2-8H,1H3;1H

description: dataset for infrared absorption spectroscopy (IR) IR (ATR, ṽ) = 3452 (vs), 3447 (vs), 3445 (vs), 3441 (vs), 3437 (vs), 3427 (vs), 3422 (vs), 3418 (vs), 3412 (vs), 3406 (vs), 3403 (vs), 3400 (vs), 3397 (vs), 3394 (vs), 3392 (vs), 3384 (vs), 3383 (vs), 3376 (vs), 3372 (vs), 3367 (vs), 3365 (vs), 3360 (vs), 3357 (vs), 3345 (vs), 3343 (vs), 3337 (vs), 3335 (vs), 3332 (vs), 3329 (vs), 3328 (vs), 3326 (vs), 3325 (vs), 3322 (vs), 3319 (vs), 3317 (vs), 3315 (vs), 3312 (vs), 3311 (vs), 3303 (vs), 3301 (vs), 3300 (vs), 3284 (vs), 3273 (vs), 3269 (vs), 3267 (vs), 3262 (vs), 3256 (vs), 3252 (vs), 3250 (vs), 3248 (vs), 3242 (vs), 3240 (vs), 3235 (vs), 3231 (vs), 3228 (vs), 3223 (vs), 3211 (vs), 3210 (vs), 3206 (vs), 3203 (vs), 3197 (vs), 3196 (vs), 3194 (vs), 3192 (vs), 3189 (vs), 3187 (vs), 3185 (vs), 3182 (vs), 3181 (vs), 3178 (vs), 3176 (vs), 3175 (vs), 3174 (vs), 3171 (vs), 3169 (vs), 3168 (vs), 3166 (vs), 3165 (vs), 3161 (vs), 3160 (vs), 3155 (vs), 3149 (vs), 3137 (vs), 3136 (vs), 3134 (vs), 3130 (vs), 3119 (vs), 3117 (vs), 3115 (vs), 3113 (vs), 3100 (vs), 3090 (vs), 3076 (vs), 3047 (vs), 3043 (vs), 3041 (vs), 3039 (vs), 3038 (vs), 3019 (vs), 3008 (vs) cm–1.
DOI: 10.14272/mbtcrvjgafpejm-uhfffaoysa-n/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) (2-methyl-9H-pyrido[3,4-b]indol-2-ium;chloride)
title: InChI=1S/C12H10N2.ClH/c1-14-7-6-10-9-4-2-3-5-11(9)13-12(10)8-14;/h2-8H,1H3;1H

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR) 1H NMR (500 MHz, D2O, ppm) δ = 8.79 (s, 1H, HAr), 8.33 (d, J = 6.5 Hz, 1H, HAr), 8.21 (dd, J = 6.4, 1.4 Hz, 1H, HAr), 8.17 (d, J = 8.1 Hz, 1H, HAr), 7.77 (ddd, J = 8.4, 7.1, 1.2 Hz, 1H, HAr), 7.63 (d, J = 8.4 Hz, 1H, HAr), 7.42 (t, J = 7.6 Hz, 1H, HAr), 4.38 (s, 3H, HAr). Due to the solvent effect, (1H) was missing from NH
DOI: 10.6073/pasta/43acc68933817f95cf44a3b618211d01
title: Jornada Basin LTER: Wireless meteorological station at NPP C-GRAV site: 30-minute soil volumetric water content data: 2013 - ongoing

description: 30-minute Soil Moisture data at NPP C-GRAV met station. Collection of soil volumetric water content data at Jornada LTER NPP sites, New Mexico, supports the environmental monitoring objectives of the Jornada LTER monitoring program that look at plant-soil water dynamics. Volumetric water content, bulk electrical conductivity, soil temperature, and bulk dielectric permittivity are measured every 30 minutes at an automated meteorological station installed at Jornada LTER NPP C-GRAV site. Measurements are made every 30 minutes at 10 cm, 20 cm, and 30 cm soil depths. This is an ONGOING dataset.
DOI: 10.5519/qd.o9fdm43w
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (10631 records)
DOI: 10.6073/pasta/4997e2ce7ec357f332b0b86cecd98fd6
title: Jornada Basin LTER: Wireless meteorological station at NPP C-GRAV site: Daily average soil volumetric water content data: 2013 - ongoing

description: Daily average of 30-minute Volumetric Water Content at NPP C-GRAV met station. Collection of soil volumetric water content data at Jornada LTER NPP sites, New Mexico, supports the environmental monitoring objectives of the Jornada LTER monitoring program that look at plant-soil water dynamics. Volumetric water content, bulk electrical conductivity, soil temperature, and bulk dielectric permittivity are measured and calculated at an automated meteorological station installed at Jornada LTER NPP C-GRAV site. The daily average at 3 soil depths is calculated from measurements made every 30 minutes at 10 cm, 20 cm, and 30 cm. This is an ONGOING dataset.
DOI: 10.5519/qd.40qyceu5
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (28780 records)
DOI: 10.5519/qd.sg8qcow0
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (55116 records)
DOI: 10.6084/m9.figshare.3761562.v2535
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.5281/zenodo.7768479
title: Structural constraints in current stomatal conductance models preclude accurate estimation of evapotranspiration and its partitions

description: This archive includes the scripts and related input data to produce results for the paper entitled - "Structural constraints in current stomatal conductance models preclude accurate estimation of evapotranspiration and its partitions". Following is the description of files/folders: 1. Input_Data: This folder contains all the required input data including FluxNet data, soil properties, quality controlled training-validation data, and metadata & other supporting information of the sites. 2. Model_EMP: This folder contains all the scripts for empirical model of stomatal conductance. (Note: Scripts have been written in MATLAB"). No need to change anything except the MATLAB executive path in two files "run_all_tasks_to_optimize_params.sh" and "prediction.sh". Read "ReadMe.txt" file in the folder "Model_EMP" for more instructions on running the model. 3. Model_ML: This folder contains all the scripts for pure machine learning model of stomatal conductance. It contains four sub-folders: 1. Model_Config_1 (Model with configuration-1); 2. Model_Config_2_TEA (Model with Configuration-2 & TEA-based T estimates); 3. Model_Config_2_uWUE (Model with Configuration-2 & uWUE-based T estimates); 4. Model_Config_2_Yu22 (Model with Configuration-2 & Yu22-based T estimates). Further instructions have been given in each jupyter notebooks. Briefly, in folder "Model_Config_1", the notebook "train_ML_config_1.ipynb" trains the model parameters and notebook "Predictions_ML_config_1" is used to do predictions. Similar instructions apply for other subfolders. (Note: Scripts have been written in Python Language"). All the scripts are fully functional as long as all the required modules are installed. 4. Model_PH_exp: This folder contains all the scripts for plant hydraulics model with explicit representation. All the scripts are self explanatory and further instructions are provided in the scripts as needed. (Note: Scripts have been written in Python Language"). All the scripts are fully functional as long as all the required modules are installed. 5. Model_PN_imp: This folder contains all the scripts for plant hydraulics model with implicit representation. Instructions given for "Model_ML" are applicable here. (Note: Scripts have been written in Python Language"). All the scripts are fully functional as long as all the required modules are installed.<br> Versions: Tensorflow 2.11.0, MATLAB_R2022a, Python 3.10.9
description: Scripts (updated as needed) also can be found at https://github.com/praghav444/Modeling_Stomatal_Conductance_for_ET_Partitioning.