Я создал верхний график на картинке, используя geom_col в ggplot. Как видите, красный график иногда покрывает синий график, и я этого не хочу.
Чтобы решить эту проблему, я хотел бы сделать красные столбцы более прозрачными. В качестве альтернативы я хотел бы спроектировать столбцы таким образом, чтобы, если красный столбец больше синего (т.е. если высота снега больше, чем осадки), столбец был синим до точки выпадения осадков, и только верхушка была красной.
Я пробовал использовать аргумент position = "stack", но, к сожалению, это не сработало. К сожалению, не существует аргумента alpha для изменения прозрачности.
Есть ли способ решить эту проблему?
Я бы очень признателен за помощь!
Вот код для графика:
plot <- ggplot(dfQ1, aes(x = Date)) +
geom_col(aes(y = Precipitation, color = "Precipitation")) +
geom_col(aes(y = Snowdepth, color = "Snowdepth")) +
labs(x = "Month-Year",
y = "Precipitation [mm] and snowdepth [cm]",
color = "Legend") +
scale_color_manual(values = PS_color, labels = c("Precipitation", "Snow depth")) +
scale_x_date(date_breaks = "3 month", date_labels = "%m-%Y", expand = c(0, 0)) +
theme_bw() +
deforestation_period +
theme(panel.grid.minor = element_blank(),
axis.line = element_line(),
legend.title.align = 0.5)
введите описание изображения здесь
Вот фрейм данных, который я использовал для создания верхнего графика:
df <- structure(list(Discharge = c(9.99744004987013, 12.537803145974,
12.3166566233766, 10.4546782753247, 16.1048035823377, 16.9084997485714,
16.1584768332468, 14.5327760041558, 12.2191523158442, 9.99138980571428,
8.21859196675325, 7.11745852675325, 6.15944567688312, 5.3760772987013,
4.80059809246753, 4.27617724675325, 3.87007278545455, 3.56369793662338,
6.66835671272727, 6.38664109714286, 9.24151545350649, 10.1183654898701,
9.40309804051948, 7.99023340051948, 6.85123544103896, 6.0739330161039,
5.31220166649351, 4.74078662649351, 4.28195033766234, 3.91874336415584,
3.58792113038961, 3.17473972363636, 2.8052322825974, 2.78720969142857,
2.0472821801093, 3.4457538107146, 1.34182790649351, 1.18155298909091,
1.06364055272727, 1.08481259220779, 1.12340130077922, 0.971319347532468,
0.843713953246753, 0.869419636363636, 0.925078291948052, 1.12260327896104,
1.07624350753247, 1.26964149194805, 1.56406464, 1.62277736727273,
1.00358963532468, 0.927496594285714, 0.917780745974026, 1.16367200415584,
1.58244876467532, 1.66162819324675, 1.52536866077922, 1.66903794701299,
1.92796505766234, 2.10447150545455, 2.15782765714286, 2.19523032935065,
2.24288565194805, 2.38870843012987, 2.49395507532468, 2.29273171948052,
2.2600368374026, 2.59585501090909, 2.34588701922078, 2.33441063064935,
2.30906513454545, 2.25261272103896, 2.23271783064935, 2.1732638587013,
2.05828161662338, 1.93873745454545, 1.86066753662338, 1.87353687272727,
1.74183611844156, 1.61582048415584, 1.51604374441558, 1.41118488935065,
1.30974388363636, 1.21889013194805, 1.13077312831169, 1.02645062649351,
0.95062464, 0.893832461298701, 0.837987091948052, 0.848149302857143,
0.884282456103896, 0.82290254961039, 0.747830823896104, 0.674176507012987,
0.671900708571429, 0.64164297974026, 0.594519746493507, 0.576154921558442,
0.539186942337662, 0.747937645714286, 0.949014682597403, 0.801450215064935,
0.611933273766234, 0.552449903376623, 0.570622404155844, 0.658775314285714,
0.507596633766234, 0.446735576103896, 0.458253481558442, 0.522027902337662,
0.459369275844156, 0.663480635844156, 0.681931636363636, 0.563703447272727,
0.727006852987013, 0.748770227532468, 1.43766794805195, 0.899341190649351,
1.42979657142857, 0.999710163116883, 0.936061415064935, 0.911697063896104,
1.05979496727273, 1.05887508779221, 0.917776706493506, 1.55410821818182,
1.55226778597403, 1.26333429194805, 1.08772819948052, 1.70330441142857,
1.86780440103896, 1.57228094337662, 1.59869847272727, 1.54107775168831,
1.45496836987013, 1.47059083636364, 1.60137260883117, 1.35620172467532,
1.25087316779221, 1.17084769246753, 1.28120315844156, 1.30683119376623,
1.06993069714286, 0.929166470649351, 0.836211515844156, 0.758486749090909,
0.685071434805195, 0.633646603636364, 0.614798836363636, 0.896476525714286,
1.00614729974026, 0.734582674285714, 0.716790557922078, 0.633727842077922,
0.715979071168831, 0.976618248311689, 0.932930368831169, 1.12156760103896,
0.857088897662338, 0.723439767272727, 0.634314688831169, 0.542486524675325,
0.730394406233766, 0.766583214545454, 1.08667501714286, 0.870913346493507,
0.83538633974026, 1.0898222212987, 0.954876193246753, 0.783505720519481,
0.779755062857143, 1.1924021361039, 1.14196248935065, 1.15806408311688,
0.878188226493506, 1.24856258493507, 1.35089115428571, 1.05372834077922,
1.00294242077922, 0.942283112727273, 1.21455778909091, 1.08321811948052,
0.897879347532468, 0.79430212987013, 0.729110075844156, 0.669889047272727,
0.646307906493506, 0.690424644155844, 0.582499598961039, 0.680649774545455,
0.582474464415584, 0.511617487792208, 0.528933618701299, 0.525628874805195,
1.3579761787013, 2.39924496623377, 1.70024158753247, 1.48713250909091,
2.04766316883117, 1.77936648311688, 1.64474877506493, 1.59984568519481,
1.51589989402597, 1.36808116363636, 1.19996337038961, 1.0737691012987,
0.981578954805195, 0.899445992727273, 0.91084046961039, 1.8455515761039,
1.51085480727273, 1.15529748779221, 0.925469448311688, 0.815691628051948,
0.768636168311688, 0.717068384415584, 0.646048706493507, 1.33895359168831,
1.93757700155844, 1.06518251220779, 0.953629115844156, 0.906931598961039,
0.834939528311688, 0.756594925714286, 0.692241961558442, 0.630866094545455,
0.593780297142857, 0.537725772467533, 0.485478907012987, 0.430025367272727,
0.382827852467533, 0.346770551688312, 0.350987769350649, 0.339612143376623,
0.298872635844156, 0.266988791688312, 0.282857442077922, 0.293789622857143,
0.622183231168831, 0.553096669090909, 0.339906576623377, 0.292085635324675,
0.261629971948052, 0.658852513246753, 0.527037082597403, 0.361696881038961,
0.324538597402597, 0.291182811428571, 0.262071172987013, 0.228150084155844,
0.280437793246753, 0.285945176103896, 0.406582242077922, 0.387907723636364,
0.35496374025974, 0.402543883636364, 0.405658996363636, 0.313854171428571,
0.264386468571429, 0.403830009350649, 0.388069078441558, 0.392660845714286,
0.367899278961039, 0.344315220779221, 0.325821132467532, 0.337982661818182,
0.319252937142857, 0.337200573506494, 0.343875141818182, 0.330466535064935,
0.33739401974026, 0.257833309090909, 0.293736660779221, 0.421110907012987,
0.381522427012987, 0.382058331428571, 1.11054206337662, 3.01473118753247,
1.37216216103896, 1.79399680831169, 2.77628222337662, 1.94178681350649,
2.18481093818182, 1.84594520103896, 1.68107829194805, 1.77990912,
1.96343057454545, 1.9992728851948, 2.25769506077922, 1.92386700467532,
1.96211549922078, 1.88091767688312, 1.72540889766234, 1.63910988467532,
1.57609645714286, 1.45808999064935, 1.31543506285714, 1.23646972675325,
1.22714391272727, 2.09385777038961, 1.7294313225974, 1.30846112415584,
1.22250120311688, 2.20468720207792, 1.57262385038961, 1.78482157714286,
2.02835243220779, 2.70067504207792, 2.81894497246753, 3.10211098597403,
3.18524057766234, 3.45388622961039, 3.14291063688312, 2.9874326025974,
2.94674560831169, 2.83196937974026, 2.60824836155844, 2.44497435428571,
2.32265260051948, 2.21460681974026, 2.10928073142857, 1.97574380883117,
1.94208753038961, 1.86264957506494, 1.75188410181818, 1.64165430857143,
1.54992084779221, 1.59483493402597, 1.79811887376623, 1.49538628987013,
1.52355583168831, 1.48430016, 1.31028292987013, 1.27068704415584,
1.21735288519481, 1.15405400103896, 1.15302034285714, 1.18979532467532,
1.69452706909091, 1.39339367064935, 1.22202678857143, 1.17903302649351,
1.11074987220779, 1.17333107532468, 1.47353337350649, 1.28187752727273,
1.22529270857143, 1.20350419948052, 2.20558351792208, 3.71077968623377,
6.16877059324675, 8.91325514805195, 9.65918472311688, 9.01428345350649,
7.88626323116883, 7.03825598337662, 6.91994655584415, 12.4629165631169,
14.4401596924675, 13.2966837444156, 12.4676102150649, 12.6402697309091,
12.419136, 11.2089116758442, 9.61021342753247, 8.05331437714286,
7.63696332467533, 6.38924005402597, 5.93472937558442, 5.59342985142857,
5.2159823625974, 4.84172539012987, 4.53829913766234, 4.25536741402597,
4.10020086857143, 3.82536561038961, 3.49439234493507, 3.18972776727273,
2.94382596155844, 2.71426879168831, 2.55884125090909, 2.42166071688312,
2.24444893090909, 2.1223008748052, 1.99254715012987, 1.86006453194805,
1.76520541090909, 1.67413285402597, 1.59043953038961, 1.48302705038961,
1.34392282597403, 1.22767106493506, 1.20382264519481, 1.29860030337662,
5.74401854337662, 8.56775882805195, 10.8728132072727, 10.103572238961,
8.29773032727273, 7.36322433662338, 8.14247536207792, 7.27382906181818,
7.04602973922078, 6.42328479584415, 5.75393771220779, 5.15400887688312,
4.64796991168831, 4.19445720935065, 3.77439522077922, 3.43259480103896,
3.1745231625974, 3.01173860571429, 3.15159933506493, 2.84777945766234,
2.5747271812987, 2.36823791376623, 2.21376974961039, 2.06157828155844,
1.95880155428571, 1.86929766233766, 1.79284982025974, 1.70750120727273,
1.62175133922078, 1.54985284987013, 1.51478993454545, 1.46620755116883,
1.4437641974026, 1.36335766441558, 1.36703336727273, 1.46826633974026,
1.80497185246753, 2.19711654233766, 2.7281520374026, 4.3920445838961,
5.49790242077922, 5.41509396779221, 4.9902954638961, 4.46915018805195,
4.02145074701299, 3.6408138638961, 3.36573623688312, 3.19951228675325,
3.03193084675325, 2.82038886233766, 2.77608698181818, 2.48114969766234,
2.26399059116883, 2.13342493090909, 1.98106874181818, 1.8870825974026,
1.78382943584416, 1.68159108155844, 1.61407834597403, 1.55205571324675,
1.45465418805195, 1.3732862587013, 1.31180805818182, 1.23949372675325,
1.18336312519481, 1.12369528519481, 1.08015664207792, 1.00130867532468,
0.977190508051948, 1.00687126441558, 1.15149992727273, 1.88562344727273,
2.4681917174026, 2.44156929662338, 2.83626244987013, 3.13710388363636,
3.10446398337662, 2.95155236571429, 2.70808614233766, 2.48777085506494,
2.31744481246753, 2.17917294545455, 2.05139542441558, 1.90356839064935,
1.76140336207792, 1.6546147574026, 1.51741963636364, 1.64243056207792,
1.91280129662338, 1.50541609558442, 1.32142269506493, 1.18249732987013,
1.06416837818182, 1.00971618077922, 0.926523303896104, 0.830276621298701,
0.750466136103896, 0.68250614025974, 0.682863634285714, 0.703936033246753,
0.778674950649351, 0.649213190649351, 0.636549194805195, 0.970730705454545,
0.991690447792208, 0.81116337038961, 0.700057683116883, 0.733632723116883,
1.09670818909091, 0.96267643012987, 0.729893735064935, 0.778689986493507,
0.733617687272727, 0.996354252467532, 1.56814451532468, 1.09708722701299,
0.896632718961039, 0.916690759480519, 0.865702865454545, 0.766430387532468,
1.20648309194805, 1.49983959272727, 1.62843780155844, 1.37471825454545,
1.23166296935065, 1.17071685818182, 1.13176100571429, 1.0627271812987,
0.979584349090909, 0.897759060779221, 0.834477456623377, 0.883843723636364,
0.860651046233766, 0.773829818181818, 0.70376817038961, 1.01415938493506,
1.07907473454545, 0.732217334025974, 0.617297928311688, 0.548505350649351,
0.489581672727273, 0.439686907012987, 2.33000737246753, 2.92634017246753,
1.70229768311688, 1.75134191376623, 1.78809378077922, 1.59691571532468,
1.47832644155844, 1.62290842597403, 1.51681663168831, 2.27968935896104,
1.68431952623377, 1.48416461298701, 1.41526296935065, 1.89656236051948,
1.69478896207792, 1.45757540571429, 1.31500755116883, 1.19851117714286,
1.10240856935065, 1.11007976727273, 1.04965564675325, 1.00563765194805,
0.941188637922078, 0.88641777038961, 0.845485714285714, 0.831099553246753,
0.715131004675325, 0.597059457662338, 0.55219204987013, 0.506645336103896,
0.475455609350649, 0.436725967792208, 0.48524932987013, 1.66883529974026,
1.34666608207792, 0.89236051948052, 0.73354161038961, 0.617604031168831,
0.550206645194805, 0.487729795324675, 0.490119372467532, 1.10683314701299,
0.551924097662338, 0.419206291948052, 0.425587324675325, 0.328212056103896,
0.295995179220779, 0.302319883636364, 0.355030391688312, 0.37166990961039,
0.299352885194805, 0.267054321038961, 0.313104847792208, 0.305024315844156,
0.286558055064935, 0.255273849350649, 0.242141722597403, 0.261244201558442,
0.222231796363636, 0.274652135064935, 0.365439235324675, 0.274638221298701,
0.236580031168831, 0.228513188571429, 0.317192577662338, 0.459966894545455,
0.265982736623377, 0.212840228571429, 0.412184328311688, 0.586305014025974,
0.569376224415584, 0.521828621298701, 0.147076139220779, 0.137353558441558,
0.132631181298701, 0.131902728311688, 0.273458244155844, 0.494898077922078,
0.510203220779221, 0.562841242597403, 2.10147151792208, 0.936567472207792,
0.615459067012987, 0.820876974545454, 1.34878568727273, 1.17915196675325,
0.912472868571429, 0.753100775064935, 1.5871377038961, 1.05734928623377,
2.00229823168831, 1.86075864935065, 1.47563143480519, 1.17817575896104,
1.05129612467532, 0.964566458181818, 0.861908895584416, 0.758019067012987,
0.721149157402598, 0.64099598961039, 0.602951264415584, 0.55203451012987,
0.50278449038961, 0.460462404155844, 0.418803241558442, 0.390320415584416,
0.471666801038961, 0.664625604155844, 0.510738900779221, 0.426456037402597,
0.382992573506494, 0.433120282597403, 0.759734275324675, 1.17699219116883,
0.894782412467532, 0.915852342857143, 0.955979869090909, 1.9360886774026,
1.37401762909091, 1.33932118441558, 1.45587141818182, 0.943894140951273,
1.04990597668239, 1.45805952847792, 1.11667515673932, 1.72638140080208,
2.42627195534961, 2.2650581361039, 2.61731407792208, 2.41388314597403,
3.15908471688312, 2.60785855168831, 2.51925479064935, 2.38746449454545,
2.50193417142857, 4.05218692987013, 5.55365779948052, 6.26024642493507,
6.60470931116883, 7.69677030233766, 9.58629431688312, 12.7474178493506,
12.040904851948, 10.6114729558442, 8.69835074493507, 7.73184354077922,
6.84063696623377, 6.08562731220779, 5.69265340675325, 4.94548012051948,
4.60322907428571, 4.36635977142857, 4.20715195012987, 4.13372294649351,
3.73254844675325, 3.43700456727273, 3.51155250701299, 3.5292182774026,
3.38204788363636, 3.19593869298701, 3.15815743168831, 3.23586020571429,
3.41659688727273, 3.48278983480519, 3.15556004571429, 3.00042806025974,
2.95395540779221, 2.95914838441558, 3.09370235844156, 2.99973977766234,
2.96656599272727, 3.06340872311688, 2.83254971844156, 2.67497968207792,
2.6082432, 2.44441264207792, 2.30429495688312, 2.37707113558442,
2.45279276883117, 2.32809019012987, 2.29887823792208, 2.2495938825974,
2.60230673454545, 2.29038006857143, 2.02304186181818, 2.45133406753247,
2.5364448, 2.60351521246753, 4.45422722493507, 3.47732396883117,
3.4615195012987, 4.63995490909091, 4.32626186805195, 4.19574400831169,
4.3061039625974), Precipitation = c(23.9, 5.1, 14.5, 21.9, 19.6,
10, 10.7, 6.4, 3.7, 0, 0, 3.9, 0.7, 0, 0, 0, 0, 10.5, 36.6, 10.8,
16.1, 4.2, 8, 0.1, 0, 2.1, 0, 0, 0.3, 4.8, 0, 0, 0, 0, 0, 0,
0, 0.4, 0, 0.2, 0, 0, 0, 2.4, 12.5, 2.8, 1.4, 1.4, 10, 4.2, 0,
0, 2.6, 0.8, 1.7, 0.7, 1.2, 0.1, 0.2, 0, 0, 0, 0.1, 5.2, 2.1,
0, 12.6, 0.1, 0, 2.5, 0, 0, 0, 0, 0, 0, 0.3, 3.6, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0.8, 0.5, 0, 0, 0.7, 0, 0, 1, 1.2, 6.6,
10.4, 5.5, 0.2, 2.3, 0, 2.1, 0, 0, 3.2, 6, 3.2, 3.2, 7.3, 7.4,
2.7, 3.3, 14.8, 0.4, 7.3, 0, 0, 0.4, 0, 8.7, 0, 18.4, 7.4, 3.9,
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