wanyu/IteraTeR_v2 huggingface dataset:
Original:  Also, Ekman transport accompanied with surface mixing process also play a role in the formation of the SST dipole . Generally speaking, the Subtropical Indian Ocean Dipole mode develops in December-January, peaks in February, then decays in the following two months, and finally dies down in May-June.
Revised:  Also, Ekman transport accompanied with surface mixing process also plays a role in the formation of the SST dipole . Generally speaking, the Subtropical Indian Ocean Dipole mode develops in December-January, peaks in February, then decays in the following two months, and finally dies down in May-June.
Edit intent: fluency
Original:  The evolution and deformation process of the Subtropical Indian Ocean Dipole event is highly affected by the position of the subtropical high , atmospheric forcing plays a significant role in the evolution process of the Subtropical Indian Ocean Dipole event.
Revised:  The evolution and deformation process of the Subtropical Indian Ocean Dipole event is highly affected by the position of the subtropical high ; atmospheric forcing plays a significant role in the evolution process of the Subtropical Indian Ocean Dipole event.
Edit intent: fluency
Original: The SIOD and southeastern Africa rainfall Positive SIOD events also causes increased summer rains over large parts of southeastern Africa by bringing enhanced convergence of moisture.
Revised: The SIOD and southeastern Africa rainfall Positive SIOD events also cause increased summer rains over large parts of southeastern Africa by bringing enhanced convergence of moisture.
Edit intent: fluency
Original:  Also, field experiments indicate that the warm anomalies related to southwestern warm pole is conductive to for the reduction of the oceanic carbon dioxide uptakeJabaud-Jan, A., N. Metzl, C. Brunet, A. Poisson, and B. Schauer, 2004.
Revised:  Also, field experiments indicate that the warm anomalies related to southwestern warm pole are conductive to the reduction of the oceanic carbon dioxide uptakeJabaud-Jan, A., N. Metzl, C. Brunet, A. Poisson, and B. Schauer, 2004.
Edit intent: fluency
Original: The Subtropical Indian Ocean Dipole (SIOD) is featured by the oscillation of sea surface temperatures (SST) in which the southwest Indian Ocean i.e. south of Madagascar is warmer and then colder than the eastern part i.e. off AustraliaBehera SK, Yamagata T. 2001.
Revised: The Subtropical Indian Ocean Dipole (SIOD) is featured by the oscillation of sea surface temperatures (SST) in which the southwest Indian Ocean i.e. south of Madagascar is warmer and then colder than the eastern part i.e. off Australia.Behera SK, Yamagata T. 2001.
Edit intent: fluency
Original:  A dipole mode in the tropical Indian Ocean, Geophysical Research Letters 28: 327–330. . It was first identified in the studies of the relationship between the SST anomaly and the south-central Africa rainfall anomaly;
Revised:  A dipole mode in the tropical Indian Ocean, Geophysical Research Letters 28: 327–330. It was first identified in the studies of the relationship between the SST anomaly and the south-central Africa rainfall anomaly;
Edit intent: fluency
Original:  Simulation of interannual SST variability in the tropical Indian Ocean, J. Clim, 13, 3487-3499. . Generally speaking, the Subtropical Indian Ocean Dipole mode develops in December-January , peaks in February, then decays in the following two months, and finally dies down in May-June .
Revised:  Simulation of interannual SST variability in the tropical Indian Ocean, J. Clim, 13, 3487-3499. . Generally speaking, the Subtropical Indian Ocean Dipole mode develops in December–January , peaks in February, then decays in the following two months, and finally dies down in May-June .
Edit intent: fluency
Original:  Simulation of interannual SST variability in the tropical Indian Ocean, J. Clim, 13, 3487-3499. . Generally speaking, the Subtropical Indian Ocean Dipole mode develops in December-January , peaks in February, then decays in the following two months, and finally dies down in May-June .
Revised:  Simulation of interannual SST variability in the tropical Indian Ocean, J. Clim, 13, 3487-3499. . Generally speaking, the Subtropical Indian Ocean Dipole mode develops in December-January , peaks in February, then decays in the following two months, and finally dies down in May–June .
Edit intent: fluency
Original:  During positive (negative) SIOD event, the Mascarene High shifting southeastward (northwestward) from austral to boreal summer causes a weakening (strengthening) of the monsoon circulation system by modulating the local Hadley cell during the Indian Summer Monsoon eventTerray , P., P. Delecluse, S. Labattu, and L. Terray, 2003: Sea surface temperature associations with the late Indian summer monsoon, Clim.
Revised:  During positive (negative) SIOD event, the Mascarene High shifting southeastward (northwestward) from austral to boreal summer causes a weakening (strengthening) of the monsoon circulation system by modulating the local Hadley cell during the Indian Summer Monsoon event.Terray , P., P. Delecluse, S. Labattu, and L. Terray, 2003: Sea surface temperature associations with the late Indian summer monsoon, Clim.
Edit intent: fluency
Original:  Dynamics, 21, 593-618. . The SIOD and southwestern Australia rainfall Southwest Australia dry(wet)
Revised:  Dynamics, 21, 593-618. The SIOD and southwestern Australia rainfall Southwest Australia dry(wet)
Edit intent: fluency
Original:  waters in the subtropics off Australia, and these appear to be in phase with the large-scale winds over the tropical/subtropical Indian Ocean, which modify SST anomalies through anomalous Ekman transport in tropical Indian Ocean and through anomalous air–sea heat fluxes in the subtropics, which also alter the large-scale advection of moisture to the Southwestern Australia coastEngland , Matthew H., Caroline C. Ummenhofer and AgusSantoso.
Revised:  waters in the subtropics off Australia, and these appear to be in phase with the large-scale winds over the tropical/subtropical Indian Ocean, which modify SST anomalies through anomalous Ekman transport in tropical Indian Ocean and through anomalous air–sea heat fluxes in the subtropics, which also alter the large-scale advection of moisture to the Southwestern Australia coast.England , Matthew H., Caroline C. Ummenhofer and AgusSantoso.
Edit intent: fluency
Original:  2006: Interannual Rainfall Extremes over Southwest Western Australia Linked to Indian Ocean Climate Variability., Journal of Climate, 19, 1948–1969. . The spatial pattern of the dry(wet)
Revised:  2006: Interannual Rainfall Extremes over Southwest Western Australia Linked to Indian Ocean Climate Variability., Journal of Climate, 19, 1948–1969. The spatial pattern of the dry(wet)
Edit intent: fluency
Original:  Higher temperature over the Southwestern Indian Ocean warm pole results in increased evaporation, and this moist air is advected to Mozambique and eastern South Africa, which is strengthened by the low pressure anomaly generated over this warm poleReason , C. J. C., 2001: Subtropical Indian Ocean SST dipole events and southern African rainfall, Geophys.
Revised:  Higher temperature over the Southwestern Indian Ocean warm pole results in increased evaporation, and this moist air is advected to Mozambique and eastern South Africa, which is strengthened by the low pressure anomaly generated over this warm pole.Reason , C. J. C., 2001: Subtropical Indian Ocean SST dipole events and southern African rainfall, Geophys.
Edit intent: coherence
Original:  Arkin, 1996: Analyses of global monthly precipitation using gauge observations, satellite estimates, and numerical model predictions, J. Climate, 9, 840-858 . Other impact The Subtropical Indian Ocean Dipole event is suggested to be accompanied with similar dipole mode events in the Pacific and subtropical southern AtlanticVenegas S, L. A. Mysak, and D. N. Straub, 1997.
Revised:  Arkin, 1996: Analyses of global monthly precipitation using gauge observations, satellite estimates, and numerical model predictions, J. Climate, 9, 840-858 Other impact The Subtropical Indian Ocean Dipole event is suggested to be accompanied with similar dipole mode events in the Pacific and subtropical southern AtlanticVenegas S, L. A. Mysak, and D. N. Straub, 1997.
Edit intent: fluency
Original:  Arkin, 1996: Analyses of global monthly precipitation using gauge observations, satellite estimates, and numerical model predictions, J. Climate, 9, 840-858 . Other impact The Subtropical Indian Ocean Dipole event is suggested to be accompanied with similar dipole mode events in the Pacific and subtropical southern AtlanticVenegas S, L. A. Mysak, and D. N. Straub, 1997.
Revised:  Arkin, 1996: Analyses of global monthly precipitation using gauge observations, satellite estimates, and numerical model predictions, J. Climate, 9, 840-858 . Other impact The Subtropical Indian Ocean Dipole event is suggested to be accompanied with similar dipole mode events in the Pacific and subtropical southern Atlantic,Venegas S, L. A. Mysak, and D. N. Straub, 1997.
Edit intent: fluency
Original:  2005. Ocean Model Diagnosis of Interannual Coevolving SST Variability in the South Indian and South Atlantic Oceans, J. Climate, 18, 2864–2882. , and linked with the Antarctic circumpolar waveWhite , W., and R.G. Peterson, 1996.
Revised:  2005. Ocean Model Diagnosis of Interannual Coevolving SST Variability in the South Indian and South Atlantic Oceans, J. Climate, 18, 2864–2882. and linked with the Antarctic circumpolar waveWhite , W., and R.G. Peterson, 1996.
Edit intent: fluency
Original:  2005. Ocean Model Diagnosis of Interannual Coevolving SST Variability in the South Indian and South Atlantic Oceans, J. Climate, 18, 2864–2882. , and linked with the Antarctic circumpolar waveWhite , W., and R.G. Peterson, 1996.
Revised:  2005. Ocean Model Diagnosis of Interannual Coevolving SST Variability in the South Indian and South Atlantic Oceans, J. Climate, 18, 2864–2882. , and linked with the Antarctic circumpolar wave.White , W., and R.G. Peterson, 1996.
Edit intent: fluency
Original:  Res., 103, 24,573-24,583. . It has also been suggested that the Subtropical Indian Ocean Dipole has impacts on the seasonal ocean-atmosphere gas exchanges in the southern Indian Ocean.
Revised:  Res., 103, 24,573-24,583. It has also been suggested that the Subtropical Indian Ocean Dipole has impacts on the seasonal ocean-atmosphere gas exchanges in the southern Indian Ocean.
Edit intent: fluency
Original:  Also, field experiments indicate that the warm anomalies related to southwestern warm pole are conductive to the reduction of the oceanic carbon dioxide uptakeJabaud-Jan , A., N. Metzl, C. Brunet, A. Poisson, and B. Schauer, 2004.
Revised:  Also, field experiments indicate that the warm anomalies related to southwestern warm pole are conductive to the reduction of the oceanic carbon dioxide uptake.Jabaud-Jan , A., N. Metzl, C. Brunet, A. Poisson, and B. Schauer, 2004.
Edit intent: fluency
Original:  Res. 18, . .
Revised:  Res. 18, .
Edit intent: coherence
Original:  Bogenbay Batyr inherited this abilities of his father.
Revised:  Bogenbay Batyr inherited these abilities of his father.
Edit intent: fluency
Original:  These plants provide them with more carbon creditswhereas a small landowner who is maintaining forest will receive little to no carbon credits
Revised:  These plants provide them with more carbon credits whereas a small landowner who is maintaining forest will receive little to no carbon credits
Edit intent: coherence
Original:  Deforestation in the Mesoamerican Biological Corridor peaked between the 1970’s to the 1990’s . Planting native trees is the main method of restoring ecosystems after deforestation.
Revised:  Deforestation in the Mesoamerican Biological Corridor peaked between the 1970s to the 1990s . Planting native trees is the main method of restoring ecosystems after deforestation.
Edit intent: fluency
Original: Conservation efforts The Mesoamerican Biological Corridor is a program that “integrates protection areas into a single, functional conservation area . ”. Their goal is to promote “regional scale connectivity of protected areas with sustainable development and improvement of human livelihoods.”
Revised: Conservation efforts The Mesoamerican Biological Corridor is a program that “integrates protection areas into a single, functional conservation area ”. Their goal is to promote “regional scale connectivity of protected areas with sustainable development and improvement of human livelihoods.”
Edit intent: fluency
Original:  Deforestation in the Mesoamerican Biological Corridor peaked between the 1970s to the 1990s.
Revised:  Deforestation in the Mesoamerican Biological Corridor peaked between the 1970s and the 1990s.
Edit intent: fluency
Original: Land use According to data from 2003, roughly 57\% of the Mesoamerican biological corridor is natural vegetation, with the remaining land being use mostly for cattle and crop production.
Revised: Land use According to data from 2003, roughly 57\% of the Mesoamerican biological corridor is natural vegetation, with the remaining land being used mostly for cattle and crop production.
Edit intent: fluency
Original:  The goal of such a process would be to remove protected health information which could be used to connect a study participant to their contribution to a research project  . Privacy attacks A privacy attack is the exploitation of an opportunity of someone to identify a study participant based on public research data.
Revised:  The goal of such a process would be to remove protected health information which could be used to connect a study participant to their contribution to a research project . Privacy attacks A privacy attack is the exploitation of an opportunity for someone to identify a study participant based on public research data.
Edit intent: fluency
Original:  Ideally  this means that the dataset alone could not be used to identify a participant.
Revised:  Ideally , this means that the dataset alone could not be used to identify a participant.
Edit intent: fluency
Original:  In some cases  the researchers simply misjudge the information in a de-identified dataset and actually it is identifying, or perhaps the advent of new technology makes the data identifying.
Revised:  In some cases , the researchers simply misjudge the information in a de-identified dataset and actually it is identifying, or perhaps the advent of new technology makes the data identifying.
Edit intent: fluency
Original:  In other cases  the published de-identified data can be cross-referenced with other data sets, and by finding matches between an identified dataset and the de-identified data set, participants in the de-identified set may be revealed.
Revised:  In other cases , the published de-identified data can be cross-referenced with other data sets, and by finding matches between an identified dataset and the de-identified data set, participants in the de-identified set may be revealed.
Edit intent: fluency
Original:  Respondents in the United States have expressed a desire to have their research data to be restricted from access by law enforcement agencies , and would want to prevent a connection between study participation and legal consequences of the same.
Revised:  Respondents in the United States have expressed a desire to have their research data to be restricted from access by law enforcement agencies and would want to prevent a connection between study participation and legal consequences of the same.
Edit intent: fluency
Original:  An Australian study investigating  violence, bullying  and harassment towards LGBTIQ people revealed that some of the participants, who were all members of the LGBTIQ community, had been subjected to levels of violence that would constitute a crime.
Revised:  An Australian study investigating the violence, bullying and harassment towards LGBTIQ people revealed that some of the participants, who were all members of the LGBTIQ community, had been subjected to levels of violence that would constitute a crime.
Edit intent: fluency
Original:  An Australian study investigating  violence, bullying  and harassment towards LGBTIQ people revealed that some of the participants, who were all members of the LGBTIQ community, had been subjected to levels of violence that would constitute a crime.
Revised:  An Australian study investigating violence, bullying , and harassment towards LGBTIQ people revealed that some of the participants, who were all members of the LGBTIQ community, had been subjected to levels of violence that would constitute a crime.
Edit intent: fluency
Original:  However, the participants were reluctant to report their victimisation to the police.
Revised:  However, the participants were reluctant to report their victimization to the police.
Edit intent: fluency
Original:  In other cases, the published de-identified data can be cross-referenced with other data sets, and by finding matches between an identified dataset and the de-identified data set, participants in the de-identified set may be revealed. 
Revised:  In other cases, the published de-identified data can be cross-referenced with other data sets, and by finding matches between an identified dataset and the de-identified data set, participants in the de-identified set may be revealed. This is particularly the case with medical research data because traditional data anonymization techniques designed for numerical data are not as effective for the nonnumerical data contained in medical data, such as rare diagnoses and personalized treatments. Thus, in cases like medical research data that contain unique nonnumerical data, only removing identifying numerical features, such as age and social security number, may not be enough to mitigate privacy attacks.
Edit intent: coherence
Original:  Some examples of typical scenarios are that a surveyor doing social research conducts an interview where the research participant is a respondent, or when a researcher for a clinical trial asks for a blood sample from a participant to see if there is a relationship between something which can be measured in blood and a person's health.
Revised:  Some typical scenarios this would apply to include, or example, a surveyor doing social research conducts an interview where the research participant is a respondent, or when a researcher for a clinical trial asks for a blood sample from a participant to see if there is a relationship between something which can be measured in blood and a person's health.
Edit intent: clarity
Original:  Some examples of typical scenarios are that a surveyor doing social research conducts an interview where the research participant is a respondent, or when a researcher for a clinical trial asks for a blood sample from a participant to see if there is a relationship between something which can be measured in blood and a person's health.
Revised:  Some examples of typical scenarios are that a surveyor doing social research conducts an interview with a participant, or a researcher for a clinical trial asks for a blood sample from a participant to see if there is a relationship between something which can be measured in blood and a person's health.
Edit intent: clarity
Original:  People decide to participate in research for any number of different reasons, such as a personal interest, a desire to promote research which benefits their community, or for other reasons.
Revised: Privacy for research participants is protected by several procedures within the clinical setting such as informed consent, compliance with HIPAA laws, and transparency in how patient data is accumulated and analyzed. People decide to participate in research for any number of different reasons, such as a personal interest, a desire to promote research which benefits their community, or for other reasons.
Edit intent: coherence
Original:  Some typical scenarios this would apply to include, or example, a surveyor doing social research conducts an interview with a participant, or a researcher for a clinical trial asks for a blood sample from a participant to see if there is a relationship between something which can be measured in blood and a person's health.
Revised:  Some typical scenarios this would apply to include, or example, a surveyor doing social research conducts an interview with a participant, or a medical researcher in a clinical trial asks for a blood sample from a participant to see if there is a relationship between something which can be measured in blood and a person's health.
Edit intent: clarity
Original:  Privacy for  research participants is protected by several procedures within the clinical setting such as informed consent, compliance with HIPAA laws, and transparency in how patient data is accumulated and analyzed.
Revised:  Privacy for medical research participants is protected by several procedures within the clinical setting such as informed consent, compliance with HIPAA laws, and transparency in how patient data is accumulated and analyzed.
Edit intent: clarity
Original:  Privacy for  research participants is protected by several procedures within the clinical setting such as informed consent, compliance with HIPAA laws, and transparency in how patient data is accumulated and analyzed.
Revised:  Privacy for research participants is protected by several procedures such as informed consent, compliance with HIPAA laws, and transparency in how patient data is accumulated and analyzed.
Edit intent: clarity
Original:  Privacy for  research participants is protected by several procedures within the clinical setting such as informed consent, compliance with HIPAA laws, and transparency in how patient data is accumulated and analyzed.
Revised:  Privacy for research participants is protected by several procedures within the clinical setting such as informed consent, compliance with medical privacy laws, and transparency in how patient data is accumulated and analyzed.
Edit intent: clarity
Original: A scientist has index h if h of his or her N papers have at least h citations each, and the other (N-h) papers have no more than h citations each.
Revised: A scientist has index if of his or her N papers have at least h citations each, and the other (N-h) papers have no more than h citations each.
Edit intent: fluency
Original: A scientist has index h if h of his or her N papers have at least h citations each, and the other (N-h) papers have no more than h citations each.
Revised: A scientist has index h if h of his or her papers have at least h citations each, and the other (N-h) papers have no more than h citations each.
Edit intent: clarity
Original: A scientist has index h if h of his or her N papers have at least h citations each, and the other (N-h) papers have no more than h citations each.
Revised: A scientist has index h if h of his or her N papers have at least citations each, and the other (N-h) papers have no more than h citations each.
Edit intent: fluency
Original: A scientist has index h if h of his or her N papers have at least h citations each, and the other (N-h) papers have no more than h citations each.
Revised: A scientist has index h if h of his or her N papers have at least h citations each, and the other (N-h) papers have no more than citations each.
Edit intent: fluency
Original:  The h index is where the number of papers equals the number of citations (beginning with the paper with the highest number of citations).
Revised:  The h-index is where the number of papers equals the number of citations (beginning with the paper with the highest number of citations).
Edit intent: clarity
Original:  Although widely used, the h index does not take into account the quality of the papers;
Revised:  Although widely used, the h-index does not take into account the quality of the papers;
Edit intent: fluency
Original:  Another limitation is that the h index does not vary over time.
Revised:  Another limitation is that the h-index does not vary over time.
Edit intent: fluency