cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/9v2d2nxkhy.1
title: Generate Light Field Images Synthetically Using Python

description: Light field imaging, also called plenoptic imaging, captures not only the intensity of light at each point in space but also the direction of the light rays. This results in a 4D representation of a scene, incorporating two spatial dimensions and two angular dimensions.

Key Characteristics:
Spatial and Angular Information: Captures both spatial and angular properties of light rays.
Post-Capture Adjustments: Enables refocusing and perspective shifts after image capture.
Depth Estimation: Facilitates depth estimation and 3D scene reconstruction.

Data Volume: Light field images store significantly more data than traditional 2D images.
Resolution Trade-offs: There’s a balance between spatial and angular resolution.
Processing Complexity: Manipulating light field data requires substantial computational resources.

Image Generation and Key Components (description)
create_3d_scene Function:
Returns Scene and Depth Map: The function now generates a 3D scene and a corresponding depth map. The depth map records the depth (z-coordinate) of the closest object at each (x, y) position, enabling easy access to true scene depth.
generate_dataset Function:
This function now saves three types of images for each generated scene:

Light Field Central View: Captures the central view of the light field, as done previously.
Depth Map: Records the true depth of each pixel in the scene.
Perfect Reference Image: Represents the "ideal" 2D projection of the 3D scene, i.e., the central slice.
Added save_image Function:
This function standardizes the process of saving different types of images (light field views, depth maps, and reference images).

Applications
Computational Photography: Producing images with adjustable focus and depth of field.
Virtual and Augmented Reality: Generating perspective-correct, realistic views.
Computer Vision: Improving depth estimation and object recognition.
Medical Imaging: Enhancing microscopy and endoscopy by providing accurate depth maps and improved visual quality.

Example: Light Field Image Generation
Light field images in this implementation are represented as a 4D array:
(angular_resolution, angular_resolution, spatial_resolution, spatial_resolution)

Simplified Scene Creation:
3D Scenes: Scenes consist of randomly placed spheres. A more sophisticated version could include real-world 3D scene data or more complex models.
Light Field Simulation: A basic shifting method simulates different viewpoints. More advanced implementations could use ray tracing for higher accuracy.
Resolution Settings: Spatial and angular resolutions are kept low to ensure computational efficiency. Increasing resolution improves quality but demands higher processing power.
Color Images:
The current implementation generates grayscale images. To generate color images, modifications are required to handle RGB values during scene creation and light field generation.
DOI: 10.7910/dvn/g1h3ac/8x5akf
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.12.cam.h0.182306-182405.nc
DOI: 10.7910/dvn/g1h3ac/ikufzt
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.11.cam.h0.182306-182405.nc
DOI: 10.7910/dvn/g1h3ac/n75dqk
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.15.cam.h0.182306-182405.nc
DOI: 10.7910/dvn/g1h3ac/o4sot3
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.13.cam.h0.182306-182405.nc
DOI: 10.7910/dvn/g1h3ac/z9kvon
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.14.cam.h0.182306-182405.nc
DOI: 10.7910/dvn/g1h3ac/btlx2e
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.18.cam.h0.182206-182305.nc
DOI: 10.7910/dvn/g1h3ac/fg7ffp
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.16.cam.h0.182206-182305.nc
DOI: 10.7910/dvn/g1h3ac/ioay8v
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.19.cam.h0.182206-182305.nc
DOI: 10.7910/dvn/g1h3ac/m70iq3
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.20.cam.h0.182206-182305.nc
DOI: 10.7910/dvn/g1h3ac/ulhafd
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.17.cam.h0.182206-182305.nc
DOI: 10.7910/dvn/g1h3ac/ap4svw
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.23.cam.h0.183606-183705.nc
DOI: 10.7910/dvn/g1h3ac/cqyy87
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.22.cam.h0.183606-183705.nc
DOI: 10.7910/dvn/g1h3ac/ocng2p
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.21.cam.h0.183606-183705.nc
DOI: 10.7910/dvn/g1h3ac/fhspww
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.25.cam.h0.183606-183705.nc
DOI: 10.7910/dvn/g1h3ac/on8onb
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.28.cam.h0.183606-183705.nc
DOI: 10.7910/dvn/g1h3ac/shddhv
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.26.cam.h0.183606-183705.nc
DOI: 10.7910/dvn/g1h3ac/yrbxph
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.27.cam.h0.183606-183705.nc
DOI: 10.7910/dvn/g1h3ac/yv8sbz
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.24.cam.h0.183606-183705.nc
DOI: 10.7910/dvn/g1h3ac/5x8via
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.30.cam.h0.183606-183705.nc
DOI: 10.7910/dvn/g1h3ac/plnb5t
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.32.cam.h0.181906-182005.nc
DOI: 10.7910/dvn/g1h3ac/wzadnj
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.29.cam.h0.183606-183705.nc
DOI: 10.7910/dvn/g1h3ac/yo2esj
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.31.cam.h0.181906-182005.nc
DOI: 10.17632/2632kv36y3.1
title: My Role as a Nursing Educator

description: As an expert nursing educator, I am committed to shaping and developing future nurses, ensuring they acquire both professional and interpersonal skills necessary for performing their duties with responsibility and competence in a global environment. The pedagogical process involves an integrated approach that utilizes teaching methods such as group work, discussions, and clinical simulations to help students develop practical and theoretical skills. Through patient-centered learning and the use of the latest technology, students are prepared to meet the challenges of the profession and adhere to the highest standards of care. This paper also examines the significance of empathy and continuous learning in the development of qualified and responsible professionals.
DOI: 10.7910/dvn/32cyhf/alzknv
title: Estratégias para aposentadoria.xlsm

description: Arquivo para replicação do artigo. Necessita habilitar macros.
DOI: 10.7910/dvn/g1h3ac/njdjt0
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.34.cam.h0.181906-182005.nc
DOI: 10.7910/dvn/g1h3ac/r0i88m
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.35.cam.h0.181906-182005.nc
DOI: 10.7910/dvn/g1h3ac/trzotz
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.36.cam.h0.181906-182005.nc
DOI: 10.7910/dvn/g1h3ac/w6eiea
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.33.cam.h0.181906-182005.nc
DOI: 10.7910/dvn/g1h3ac/aukl3v
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.37.cam.h0.181906-182005.nc
DOI: 10.7910/dvn/g1h3ac/m2zma9
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.40.cam.h0.181906-182005.nc
DOI: 10.7910/dvn/g1h3ac/qfych1
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.39.cam.h0.181906-182005.nc
DOI: 10.7910/dvn/g1h3ac/rvjt1c
title: CLDTOT.b.e15.B1850C5WCCML40CNR.f09_g16.cam5_4.Laki.38.cam.h0.181906-182005.nc
DOI: 10.17632/2hw8j37hmm.1
title: The Impact of Texting and the Benefits of Digital Interactive Tools and E-Libraries in Education

description: The integration of technology in education has become increasingly prevalent, influencing both teaching and learning processes. This paper examines the impact of texting in educational settings and explores the benefits of digital interactive tools and e-libraries as alternatives. Texting during class is identified as a significant distraction that negatively affects students' concentration and academic performance, as evidenced by research highlighting its inverse relationship with academic achievement. In contrast, digital interactive boards, such as interactive whiteboards, have been shown to enhance teaching effectiveness by promoting engagement and improving learning outcomes. Additionally, e-libraries offer valuable resources that support student research and learning by providing convenient access to a wide array of academic materials. The findings suggest that educators should consider minimizing texting distractions and adopting interactive and digital tools to create a more focused and effective learning environment.
DOI: 10.7910/dvn/g1h3ac/a35rlj
title: CLDTOT.LakiControl.181301-183712.nc
DOI: 10.7910/dvn/g1h3ac/fzzfiu
title: EPflux.Laki.01-03.nc
DOI: 10.7910/dvn/g1h3ac/grmwtt
title: EPflux.Laki.01-01.nc
DOI: 10.7910/dvn/g1h3ac/y6y8dg
title: EPflux.Laki.01-02.nc
DOI: 10.7910/dvn/g1h3ac/1pbw1e
title: EPflux.Laki.01-04.nc
DOI: 10.7910/dvn/g1h3ac/5hqldy
title: EPflux.Laki.01-05.nc
DOI: 10.7910/dvn/g1h3ac/m2rgpi
title: EPflux.Laki.01-06.nc
DOI: 10.7910/dvn/g1h3ac/nzahpo
title: EPflux.Laki.01-07.nc
DOI: 10.7910/dvn/y1jhhv/fusoqu
title: macrodata.do

description: :unav
DOI: 10.17632/crx4fsk7c9.1
title: Virtual Reality in English Language Education: A Systematic Review of Opportunities and Challenges in Higher Education

description: There are 458 articles of reports assessed for eligibility, which are then used to analyze in the exclusion and inclusion stages.
DOI: 10.7910/dvn/g1h3ac/6fxk1h
title: EPflux.Laki.02-01.nc
DOI: 10.7910/dvn/g1h3ac/byejxw
title: EPflux.Laki.01-12.nc
DOI: 10.7910/dvn/g1h3ac/gbq7c2
title: EPflux.Laki.01-08.nc
DOI: 10.7910/dvn/g1h3ac/k3bcga
title: EPflux.Laki.01-11.nc
DOI: 10.7910/dvn/g1h3ac/vzkbuu
title: EPflux.Laki.01-09.nc
DOI: 10.7910/dvn/g1h3ac/xytjbm
title: EPflux.Laki.01-10.nc
DOI: 10.7910/dvn/y1jhhv/8pusr4
title: Macrodata.tab

description: :unav
DOI: 10.7910/dvn/y1jhhv/kixbwt
title: microdata.do

description: :unav
DOI: 10.7910/dvn/y1jhhv/ub3ots
title: ReadMe.pdf

description: :unav
DOI: 10.7910/dvn/y1jhhv/wnw3cg
title: Microdata.tab

description: :unav
DOI: 10.7910/dvn/g1h3ac/ddueks
title: EPflux.Laki.02-05.nc
DOI: 10.7910/dvn/g1h3ac/h3ah2f
title: EPflux.Laki.02-03.nc
DOI: 10.7910/dvn/g1h3ac/rt8ygm
title: EPflux.Laki.02-02.nc
DOI: 10.7910/dvn/g1h3ac/tsfuzw
title: EPflux.Laki.02-04.nc
DOI: 10.17632/8n4rbhp5hs.1
title: Pontastacus leptodactylus

description: Dataset of thermal tolerance and aerobic metabolism in narrow-clawed crayfish, Pontastacus leptodactylus (Eschscholtz, 1823)
DOI: 10.7910/dvn/2sxwft/jea61p
title: Fig2D0.dat
DOI: 10.7910/dvn/g1h3ac/cktlyw
title: EPflux.Laki.02-06.nc
DOI: 10.7910/dvn/g1h3ac/ip4cio
title: EPflux.Laki.02-07.nc
DOI: 10.7910/dvn/g1h3ac/or6v2g
title: EPflux.Laki.02-09.nc
DOI: 10.7910/dvn/g1h3ac/t3aclm
title: EPflux.Laki.02-08.nc
DOI: 10.7910/dvn/2sxwft/8lg6nf
title: Fig3C1.dat
DOI: 10.7910/dvn/2sxwft/aji97k
title: Fig2E.dat
DOI: 10.7910/dvn/2sxwft/dych3e
title: Fig2D1.dat
DOI: 10.7910/dvn/2sxwft/eq3g8l
title: Fig2D2.dat
DOI: 10.7910/dvn/2sxwft/kmdute
title: Fig2D3.dat
DOI: 10.7910/dvn/g1h3ac/lvctyw
title: EPflux.Laki.02-12.nc
DOI: 10.7910/dvn/g1h3ac/mpcsyx
title: EPflux.Laki.02-11.nc
DOI: 10.7910/dvn/g1h3ac/servhu
title: EPflux.Laki.03-01.nc
DOI: 10.7910/dvn/g1h3ac/vw2cp1
title: EPflux.Laki.02-10.nc
DOI: 10.7910/dvn/2sxwft/eidkl5
title: Fig3C6.dat
DOI: 10.7910/dvn/2sxwft/mre4bl
title: Fig3C3.dat
DOI: 10.7910/dvn/2sxwft/n3rxyt
title: Fig4B.dat
DOI: 10.7910/dvn/2sxwft/psyagk
title: Fig3C2.dat
DOI: 10.7910/dvn/2sxwft/xn0hcv
title: Fig3C4.dat
DOI: 10.7910/dvn/2sxwft/yzxyho
title: Fig3C5.dat
DOI: 10.7910/dvn/2yfnrd/3a2o6h
title: final_darfur_dataset.csv

description: :unav
DOI: 10.7910/dvn/2yfnrd/bhr3z5
title: unamid_analysis_final_script_2.1.2019.txt

description: :unav
DOI: 10.7910/dvn/g1h3ac/64ukjb
title: EPflux.Laki.03-03.nc
DOI: 10.7910/dvn/g1h3ac/6ru4vc
title: EPflux.Laki.03-04.nc
DOI: 10.7910/dvn/g1h3ac/hjjgze
title: EPflux.Laki.03-05.nc
DOI: 10.7910/dvn/g1h3ac/ofbaf7
title: EPflux.Laki.03-02.nc
DOI: 10.7910/dvn/2sxwft/4lp1tr
title: Fig4D.dat
DOI: 10.7910/dvn/2sxwft/mdep2s
title: Fig4Gi.dat
DOI: 10.7910/dvn/2sxwft/uwxmdp
title: Fig4G.dat
DOI: 10.7910/dvn/g1h3ac/4yhkhp
title: EPflux.Laki.03-08.nc
DOI: 10.7910/dvn/g1h3ac/d7uy3a
title: EPflux.Laki.03-09.nc
DOI: 10.7910/dvn/g1h3ac/dt61dm
title: EPflux.Laki.03-06.nc
DOI: 10.7910/dvn/g1h3ac/rdnutu
title: EPflux.Laki.03-10.nc
DOI: 10.7910/dvn/g1h3ac/rgpf3l
title: EPflux.Laki.03-07.nc
DOI: 10.7910/dvn/g1h3ac/a5qhiu
title: EPflux.Laki.03-11.nc
DOI: 10.7910/dvn/g1h3ac/e7i5yc
title: EPflux.Laki.03-12.nc
DOI: 10.7910/dvn/g1h3ac/qbmecb
title: EPflux.Laki.04-01.nc
DOI: 10.7910/dvn/g1h3ac/sjtx19
title: EPflux.Laki.04-02.nc
DOI: 10.7910/dvn/enx8vl/a2yons
title: DataUW_EDCC.mat

description: Data file for Matlab
DOI: 10.7910/dvn/g1h3ac/grgr5a
title: EPflux.Laki.04-06.nc
DOI: 10.7910/dvn/g1h3ac/mgl9le
title: EPflux.Laki.04-04.nc
DOI: 10.7910/dvn/g1h3ac/owo0xc
title: EPflux.Laki.04-05.nc
DOI: 10.7910/dvn/g1h3ac/zvg9gc
title: EPflux.Laki.04-03.nc
DOI: 10.7910/dvn/enx8vl/doc8ik
title: loadV.m

description: Auxiliary function (optional, to speed up computations in Matlab)
DOI: 10.7910/dvn/enx8vl/dumdyf
title: DataUW_EDCC.tab

description: Data file for Stata
DOI: 10.7910/dvn/enx8vl/i2skm2
title: matrix_V_kosovo.txt

description: Stata output / Matlab input
DOI: 10.7910/dvn/enx8vl/jgnpms
title: Driver_Stata.do

description: Replication file in Stata
DOI: 10.7910/dvn/enx8vl/yieyei
title: Driver_Matlab.m

description: Replication file in Matlab
DOI: 10.7910/dvn/g1h3ac/0syjru
title: EPflux.Laki.04-08.nc
DOI: 10.7910/dvn/g1h3ac/p74i8o
title: EPflux.Laki.04-09.nc
DOI: 10.7910/dvn/g1h3ac/w32mg9
title: EPflux.Laki.04-10.nc
DOI: 10.7910/dvn/g1h3ac/yw5njp
title: EPflux.Laki.04-07.nc
DOI: 10.7910/dvn/enx8vl/3pytru
title: SyntheticControl.m

description: Main Matlab function based on the "synth_code.m" function from https://web.stanford.edu/~jhain/synthpage.html
DOI: 10.7910/dvn/enx8vl/hs1kkp
title: ReadMe.pdf

description: Read Me file with a description of the codes
DOI: 10.7910/dvn/enx8vl/wd7vih
title: matrix_W_kosovo.txt

description: Stata output / Matlab input
DOI: 10.7910/dvn/enx8vl/y3n8cz
title: matrix_W_timor.txt

description: Stata output / Matlab input
DOI: 10.7910/dvn/fpelx6/anuhuh
title: Mancinelli and Harden Preanalysis Plan 2-12-19.pdf

description: Preanalysis plan
DOI: 10.7910/dvn/g1h3ac/am3zue
title: EPflux.Laki.04-11.nc
DOI: 10.7910/dvn/g1h3ac/hkejs9
title: EPflux.Laki.05-01.nc
DOI: 10.7910/dvn/g1h3ac/rvr7ub
title: EPflux.Laki.04-12.nc
DOI: 10.7910/dvn/g1h3ac/ugi3ne
title: EPflux.Laki.05-02.nc
DOI: 10.7910/dvn/g1h3ac/d6j8by
title: EPflux.Laki.05-03.nc
DOI: 10.7910/dvn/g1h3ac/eg5pkb
title: EPflux.Laki.05-06.nc
DOI: 10.7910/dvn/g1h3ac/qr3yik
title: EPflux.Laki.05-04.nc
DOI: 10.7910/dvn/g1h3ac/ushuxj
title: EPflux.Laki.05-05.nc
DOI: 10.7910/dvn/g1h3ac/yzzn7n
title: EPflux.Laki.05-07.nc
DOI: 10.7910/dvn/g1h3ac/bdatqs
title: EPflux.Laki.06-01.nc
DOI: 10.7910/dvn/g1h3ac/ifemox
title: EPflux.Laki.05-08.nc
DOI: 10.7910/dvn/g1h3ac/r0svgz
title: EPflux.Laki.05-12.nc
DOI: 10.7910/dvn/g1h3ac/teol5f
title: EPflux.Laki.05-11.nc
DOI: 10.7910/dvn/g1h3ac/vs0yo7
title: EPflux.Laki.05-09.nc
DOI: 10.7910/dvn/g1h3ac/woy0p5
title: EPflux.Laki.05-10.nc
DOI: 10.7910/dvn/g1h3ac/7enanz
title: EPflux.Laki.06-05.nc
DOI: 10.7910/dvn/g1h3ac/dvfbae
title: EPflux.Laki.06-03.nc
DOI: 10.7910/dvn/g1h3ac/kxjutv
title: EPflux.Laki.06-02.nc
DOI: 10.7910/dvn/g1h3ac/rxq6nu
title: EPflux.Laki.06-04.nc
DOI: 10.7910/dvn/qyu1uo/uy5eyb
title: Preregistration_austerity_v4.pdf

description: :unav
DOI: 10.7910/dvn/g1h3ac/bpgain
title: EPflux.Laki.06-07.nc
DOI: 10.7910/dvn/g1h3ac/bqgt9k
title: EPflux.Laki.06-08.nc
DOI: 10.7910/dvn/g1h3ac/t8oztr
title: EPflux.Laki.06-06.nc
DOI: 10.7910/dvn/g1h3ac/wqpksn
title: EPflux.Laki.06-09.nc
DOI: 10.7910/dvn/g1h3ac/bg4wfp
title: EPflux.Laki.06-11.nc
DOI: 10.7910/dvn/g1h3ac/crwigx
title: EPflux.Laki.06-12.nc
DOI: 10.7910/dvn/g1h3ac/icxuan
title: EPflux.Laki.07-01.nc
DOI: 10.7910/dvn/g1h3ac/wrq111
title: EPflux.Laki.06-10.nc
DOI: 10.7910/dvn/g1h3ac/hcyafk
title: EPflux.Laki.07-03.nc
DOI: 10.7910/dvn/g1h3ac/lquh9e
title: EPflux.Laki.07-02.nc
DOI: 10.7910/dvn/g1h3ac/ochqgp
title: EPflux.Laki.07-05.nc
DOI: 10.7910/dvn/g1h3ac/ryz94j
title: EPflux.Laki.07-04.nc
DOI: 10.7910/dvn/g1h3ac/izfc9s
title: EPflux.Laki.07-09.nc
DOI: 10.7910/dvn/g1h3ac/ojdowo
title: EPflux.Laki.07-08.nc
DOI: 10.7910/dvn/g1h3ac/pv2ttj
title: EPflux.Laki.07-06.nc
DOI: 10.7910/dvn/g1h3ac/qvjs9n
title: EPflux.Laki.07-07.nc
DOI: 10.7910/dvn/g1h3ac/zpougy
title: EPflux.Laki.07-10.nc
DOI: 10.7910/dvn/3wq6yh/3dkrrv
title: 2_combgraph.do

description: :unav
DOI: 10.7910/dvn/3wq6yh/kztc1i
title: 1_5_summdata.do

description: :unav
DOI: 10.7910/dvn/3wq6yh/nfkpjq
title: 2_lin_BP.do

description: :unav
DOI: 10.7910/dvn/g1h3ac/29kutz
title: EPflux.Laki.07-12.nc
DOI: 10.7910/dvn/g1h3ac/ixqvvv
title: EPflux.Laki.08-01.nc
DOI: 10.7910/dvn/g1h3ac/kyyqqb
title: EPflux.Laki.07-11.nc
DOI: 10.7910/dvn/g1h3ac/ud1msb
title: EPflux.Laki.08-02.nc
DOI: 10.7910/dvn/3wq6yh/biwsqg
title: 3_lin_NS.do

description: :unav
DOI: 10.7910/dvn/3wq6yh/eglwh3
title: 4_combgraph.do

description: :unav
DOI: 10.7910/dvn/3wq6yh/iytogq
title: 3_lin_MG.do

description: :unav
DOI: 10.7910/dvn/3wq6yh/m5gjdd
title: 4_lin_spillAG_BP.do

description: :unav
DOI: 10.7910/dvn/3wq6yh/ozqri1
title: 3_combgraph.do

description: :unav
DOI: 10.7910/dvn/g1h3ac/34z1g0
title: EPflux.Laki.08-06.nc
DOI: 10.7910/dvn/g1h3ac/awxpbu
title: EPflux.Laki.08-04.nc
DOI: 10.7910/dvn/g1h3ac/bbvzhd
title: EPflux.Laki.08-03.nc
DOI: 10.7910/dvn/g1h3ac/ijnbmt
title: EPflux.Laki.08-05.nc
DOI: 10.7910/dvn/g1h3ac/mrcrl7
title: EPflux.Laki.08-07.nc
DOI: 10.7910/dvn/3wq6yh/7cvxlf
title: 6-7_cnrecdeb_BP.do

description: :unav
DOI: 10.7910/dvn/3wq6yh/8hjm7u
title: 6_combgraph.do

description: :unav
DOI: 10.7910/dvn/3wq6yh/agx7u0
title: 4_lin_spilllow_BP.do

description: :unav
DOI: 10.7910/dvn/3wq6yh/dpzfgj
title: 6-7_ddrecdeb_BP.do

description: :unav
DOI: 10.7910/dvn/3wq6yh/o7wnca
title: 6-7_dnrecdeb_BP.do

description: :unav
DOI: 10.7910/dvn/3wq6yh/x0gttk
title: 4_lin_spilltop_BP.do

description: :unav
DOI: 10.7910/dvn/g1h3ac/38k96c
title: EPflux.Laki.08-09.nc
DOI: 10.7910/dvn/g1h3ac/748atn
title: EPflux.Laki.08-10.nc
DOI: 10.7910/dvn/g1h3ac/lgecag
title: EPflux.Laki.08-08.nc
DOI: 10.7910/dvn/zlrkk2/4ig6wo
title: soil_data.tab

description: Hourly logged soil temperature and moisture
DOI: 10.7910/dvn/zlrkk2/5lr3xo
title: edge_soil_respiration_nist.csv

description: :unav
DOI: 10.7910/dvn/zlrkk2/fxs0hr
title: edge_soil_respiration_hf.csv

description: :unav
DOI: 10.7910/dvn/zlrkk2/okmxa4
title: soil_data_metadata.rtf

description: Metadata for soil_data.csv dataset
DOI: 10.7910/dvn/zlrkk2/snrg96
title: Edge_Soil_Respiration_Metadata.rtf

description: :unav
DOI: 10.7910/dvn/3wq6yh/kbhlh4
title: 8-9_reshuffle.do

description: :unav
DOI: 10.7910/dvn/3wq6yh/qxrmbq
title: 7_combgraph.do

description: :unav
DOI: 10.7910/dvn/3wq6yh/xpfliq
title: Readme.docx

description: :unav
DOI: 10.7910/dvn/3wq6yh/z8eioj
title: reshuffle.RPF

description: :unav
DOI: 10.7910/dvn/3wq6yh/zmszqx
title: panel_Q.tab

description: :unav
DOI: 10.7910/dvn/g1h3ac/4zbpjh
title: EPflux.Laki.09-01.nc
DOI: 10.7910/dvn/g1h3ac/me6w00
title: EPflux.Laki.09-02.nc
DOI: 10.7910/dvn/g1h3ac/rj7hjw
title: EPflux.Laki.08-12.nc
DOI: 10.7910/dvn/g1h3ac/ydeu8t
title: EPflux.Laki.08-11.nc
DOI: 10.7910/dvn/3wq6yh/3mwlo3
title: reshuffle.xlsx

description: :unav
DOI: 10.7910/dvn/3wq6yh/8zlpn9
title: VARdata.tab

description: :unav
DOI: 10.7910/dvn/3wq6yh/fse9yx
title: run.do

description: :unav
DOI: 10.7910/dvn/g1h3ac/cghtgc
title: EPflux.Laki.09-07.nc
DOI: 10.7910/dvn/g1h3ac/cyt3v7
title: EPflux.Laki.09-05.nc
DOI: 10.7910/dvn/g1h3ac/gy7eow
title: EPflux.Laki.09-06.nc
DOI: 10.7910/dvn/g1h3ac/sywmol
title: EPflux.Laki.09-03.nc
DOI: 10.7910/dvn/g1h3ac/tphpqu
title: EPflux.Laki.09-04.nc
DOI: 10.5281/zenodo.11143477
title: Trapped ion mobility spectrometry-guided molecular discrimination between plasmalogens and other ether lipids in lipidomics experiments

description: Supplementary Dataset for the manuscript "Trapped ion mobility spectrometry-guided molecular discrimination between plasmalogens and other ether lipids in lipidomics experiments" under preparation for bioRxiv submission.Data is packed into a zip archive according to ZENODO upload limitations.in the top folder the actual analysis and respective files, as described in the publications supplementary materials can be found as PLOP2 folder (including raw data etc.).The additional images explain the repo layout in a sketched form: Additionally also for data readout the used docker-compose.yml and a github clone of the important timsr package is included.PLEASE READ the README!.Additionally the file `Calibration-2021-08-31_11-44-22.pdf` contains the calibration report, and `PLOP4_method.pdf` a hystar report of the used methodology.For LSI Reporting Checklist see DOI: 10.5281/zenodo.13963972
DOI: 10.5281/zenodo.11143478
title: Trapped ion mobility spectrometry-guided molecular discrimination between plasmalogens and other ether lipids in lipidomics experiments

description: Supplementary Dataset for the manuscript "Trapped ion mobility spectrometry-guided molecular discrimination between plasmalogens and other ether lipids in lipidomics experiments" under preparation for bioRxiv submission.Data is packed into a zip archive according to ZENODO upload limitations.in the top folder the actual analysis and respective files, as described in the publications supplementary materials can be found as PLOP2 folder (including raw data etc.).The additional images explain the repo layout in a sketched form: Additionally also for data readout the used docker-compose.yml and a github clone of the important timsr package is included.PLEASE READ the README!.Additionally the file `Calibration-2021-08-31_11-44-22.pdf` contains the calibration report, and `PLOP4_method.pdf` a hystar report of the used methodology.For LSI Reporting Checklist see DOI: 10.5281/zenodo.13963972
DOI: 10.7910/dvn/g1h3ac/ceznsx
title: EPflux.Laki.09-10.nc
DOI: 10.7910/dvn/g1h3ac/ifjitc
title: EPflux.Laki.09-09.nc
DOI: 10.7910/dvn/g1h3ac/l4hnh1
title: EPflux.Laki.09-08.nc
DOI: 10.7910/dvn/g1h3ac/umwvmu
title: EPflux.Laki.09-11.nc
DOI: 10.5281/zenodo.13968624
title: E-Supply Chain, E-Procurement, ERP's Impact on Indonesia's Industry  Performance
DOI: 10.5281/zenodo.13968625
title: E-Supply Chain, E-Procurement, ERP's Impact on Indonesia's Industry  Performance
DOI: 10.7910/dvn/g1h3ac/cqylun
title: EPflux.Laki.10-03.nc
DOI: 10.7910/dvn/g1h3ac/dqpzvh
title: EPflux.Laki.10-04.nc
DOI: 10.7910/dvn/g1h3ac/mjin1p
title: EPflux.Laki.10-01.nc
DOI: 10.7910/dvn/g1h3ac/nypmwv
title: EPflux.Laki.09-12.nc
DOI: 10.7910/dvn/g1h3ac/r4kpyb
title: EPflux.Laki.10-02.nc
DOI: 10.7910/dvn/g1h3ac/q3w7as
title: EPflux.Laki.10-08.nc
DOI: 10.7910/dvn/g1h3ac/t07qx7
title: EPflux.Laki.10-06.nc
DOI: 10.7910/dvn/g1h3ac/tzu9yt
title: EPflux.Laki.10-07.nc
DOI: 10.7910/dvn/g1h3ac/vyo0x1
title: EPflux.Laki.10-05.nc
DOI: 10.7910/dvn/g1h3ac/3x6pjo
title: EPflux.Laki.10-12.nc
DOI: 10.7910/dvn/g1h3ac/hesvpy
title: EPflux.Laki.10-10.nc
DOI: 10.7910/dvn/g1h3ac/k9ryww
title: EPflux.Laki.10-11.nc
DOI: 10.7910/dvn/g1h3ac/sy8rlw
title: EPflux.Laki.10-09.nc
DOI: 10.7910/dvn/g1h3ac/7a5phd
title: EPflux.Laki.11-01.nc
DOI: 10.7910/dvn/g1h3ac/a3ppbd
title: EPflux.Laki.11-04.nc
DOI: 10.7910/dvn/g1h3ac/nfmuy4
title: EPflux.Laki.11-02.nc
DOI: 10.7910/dvn/g1h3ac/pdnav4
title: EPflux.Laki.11-03.nc
DOI: 10.7910/dvn/g1h3ac/vntf9y
title: EPflux.Laki.11-05.nc
DOI: 10.7910/dvn/g1h3ac/0uxz2p
title: EPflux.Laki.11-07.nc
DOI: 10.7910/dvn/g1h3ac/fktbmt
title: EPflux.Laki.11-06.nc
DOI: 10.7910/dvn/g1h3ac/kwrrqe
title: EPflux.Laki.11-09.nc
DOI: 10.7910/dvn/g1h3ac/w3iprq
title: EPflux.Laki.11-10.nc
DOI: 10.7910/dvn/g1h3ac/xkkaqg
title: EPflux.Laki.11-08.nc
DOI: 10.7910/dvn/g1h3ac/klbapa
title: EPflux.Laki.11-11.nc
DOI: 10.7910/dvn/g1h3ac/moqx59
title: EPflux.Laki.12-02.nc
DOI: 10.7910/dvn/g1h3ac/ty7ejn
title: EPflux.Laki.12-01.nc
DOI: 10.7910/dvn/g1h3ac/usedao
title: EPflux.Laki.11-12.nc
DOI: 10.7910/dvn/g1h3ac/jgfxxt
title: EPflux.Laki.12-06.nc
DOI: 10.7910/dvn/g1h3ac/udwkkg
title: EPflux.Laki.12-03.nc
DOI: 10.7910/dvn/g1h3ac/x9pswr
title: EPflux.Laki.12-04.nc
DOI: 10.7910/dvn/g1h3ac/xqtwho
title: EPflux.Laki.12-07.nc